Dataset info
| Number of variables | 223 |
|---|---|
| Number of observations | 1460 |
| Missing cells | 0 (0.0%) |
| Duplicate rows | 0 (0.0%) |
| Total size in memory | 1.2 MiB |
| Average record size in memory | 892.1 B |
Variables types
| Numeric | 26 |
|---|---|
| Categorical | 6 |
| Boolean | 191 |
| Date | 0 |
| URL | 0 |
| Text (Unique) | 0 |
| Rejected | 0 |
| Unsupported | 0 |
Warnings
2ndFlrSF has 829 (56.8%) zeros | Zeros |
BsmtFinSF1 has 467 (32.0%) zeros | Zeros |
BsmtUnfSF has 118 (8.1%) zeros | Zeros |
GarageArea has 81 (5.5%) zeros | Zeros |
GarageCars has 81 (5.5%) zeros | Zeros |
MasVnrArea has 861 (59.0%) zeros | Zeros |
MiscVal has 1408 (96.4%) zeros | Zeros |
OpenPorchSF has 656 (44.9%) zeros | Zeros |
TotalBsmtSF has 37 (2.5%) zeros | Zeros |
WoodDeckSF has 761 (52.1%) zeros | Zeros |
1stFlrSF
Numeric
| Distinct count | 753 |
|---|---|
| Unique (%) | 51.6% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 1162.626709 |
|---|---|
| Minimum | 334 |
| Maximum | 4692 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 334 |
|---|---|
| 5-th percentile | 672.95 |
| Q1 | 882 |
| Median | 1087 |
| Q3 | 1391.25 |
| 95-th percentile | 1831.25 |
| Maximum | 4692 |
| Range | 4358 |
| Interquartile range | 509.25 |
Descriptive statistics
| Standard deviation | 386.5874329 |
|---|---|
| Coef of variation | 0.3325120865 |
| Kurtosis | 5.745841503 |
| Mean | 1162.626709 |
| MAD | 300.5760803 |
| Skewness | 1.376756668 |
| Sum | 1697435 |
| Variance | 149449.8438 |
| Memory size | 5.8 KiB |
Histogram with fixed size bins (bins=50)
Histogram with variable size bins (bins=[ 334. 481.5 659. 762. 847.5 ... 1393. 1738. 2132.5 2578.5 4692. ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 864 | 25 | 1.7% | |
| 1040 | 16 | 1.1% | |
| 912 | 14 | 1.0% | |
| 848 | 12 | 0.8% | |
| 894 | 12 | 0.8% | |
| 672 | 11 | 0.8% | |
| 630 | 9 | 0.6% | |
| 816 | 9 | 0.6% | |
| 483 | 7 | 0.5% | |
| 832 | 7 | 0.5% | |
| Other values (743) | 1338 | 91.6% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 334 | 1 | 0.1% | |
| 372 | 1 | 0.1% | |
| 438 | 1 | 0.1% | |
| 480 | 1 | 0.1% | |
| 483 | 7 | 0.5% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 4692 | 1 | 0.1% | |
| 3228 | 1 | 0.1% | |
| 3138 | 1 | 0.1% | |
| 2898 | 1 | 0.1% | |
| 2633 | 1 | 0.1% |
2ndFlrSF
Numeric
| Distinct count | 417 |
|---|---|
| Unique (%) | 28.6% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 346.9924622 |
|---|---|
| Minimum | 0 |
| Maximum | 2065 |
| Zeros (%) | 56.8% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 728 |
| 95-th percentile | 1141.05 |
| Maximum | 2065 |
| Range | 2065 |
| Interquartile range | 728 |
Descriptive statistics
| Standard deviation | 436.5269775 |
|---|---|
| Coef of variation | 1.258030145 |
| Kurtosis | -0.5534633994 |
| Mean | 346.9924622 |
| MAD | 396.4785156 |
| Skewness | 0.8130298853 |
| Sum | 506609 |
| Variance | 190555.8125 |
| Memory size | 5.8 KiB |
Histogram with fixed size bins (bins=50)
Histogram with variable size bins (bins=[ 0. 55. 200. 431. 545.5 ... 728.5 916.5 1366. 1564.5 2065. ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 0 | 829 | 56.8% | |
| 728 | 10 | 0.7% | |
| 504 | 9 | 0.6% | |
| 546 | 8 | 0.5% | |
| 672 | 8 | 0.5% | |
| 720 | 7 | 0.5% | |
| 600 | 7 | 0.5% | |
| 896 | 6 | 0.4% | |
| 689 | 5 | 0.3% | |
| 780 | 5 | 0.3% | |
| Other values (407) | 566 | 38.8% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 829 | 56.8% | |
| 110 | 1 | 0.1% | |
| 167 | 1 | 0.1% | |
| 192 | 1 | 0.1% | |
| 208 | 1 | 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 2065 | 1 | 0.1% | |
| 1872 | 1 | 0.1% | |
| 1818 | 1 | 0.1% | |
| 1796 | 1 | 0.1% | |
| 1611 | 1 | 0.1% |
BedroomAbvGr
Numeric
| Distinct count | 8 |
|---|---|
| Unique (%) | 0.5% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 2.866438389 |
|---|---|
| Minimum | 0 |
| Maximum | 8 |
| Zeros (%) | 0.4% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 2 |
| Median | 3 |
| Q3 | 3 |
| 95-th percentile | 4 |
| Maximum | 8 |
| Range | 8 |
| Interquartile range | 1 |
Descriptive statistics
| Standard deviation | 0.8157776594 |
|---|---|
| Coef of variation | 0.284596265 |
| Kurtosis | 2.230874538 |
| Mean | 2.866438389 |
| MAD | 0.5763075352 |
| Skewness | 0.2117899507 |
| Sum | 4185 |
| Variance | 0.6654931903 |
| Memory size | 5.8 KiB |
Histogram with fixed size bins (bins=8)
Histogram with variable size bins (bins=[0. 0.5 1.5 2.5 3.5 4.5 5.5 8. ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 3 | 804 | 55.1% | |
| 2 | 358 | 24.5% | |
| 4 | 213 | 14.6% | |
| 1 | 50 | 3.4% | |
| 5 | 21 | 1.4% | |
| 6 | 7 | 0.5% | |
| 0 | 6 | 0.4% | |
| 8 | 1 | 0.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 6 | 0.4% | |
| 1 | 50 | 3.4% | |
| 2 | 358 | 24.5% | |
| 3 | 804 | 55.1% | |
| 4 | 213 | 14.6% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 8 | 1 | 0.1% | |
| 6 | 7 | 0.5% | |
| 5 | 21 | 1.4% | |
| 4 | 213 | 14.6% | |
| 3 | 804 | 55.1% |
BldgType_2fmCon
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 | 31 |
| Value | Count | Frequency (%) | |
| 0 | 1429 | 97.9% | |
| 1 | 31 | 2.1% |
BldgType_Duplex
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 | 52 |
| Value | Count | Frequency (%) | |
| 0 | 1408 | 96.4% | |
| 1 | 52 | 3.6% |
BldgType_Twnhs
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 | 43 |
| Value | Count | Frequency (%) | |
| 0 | 1417 | 97.1% | |
| 1 | 43 | 2.9% |
BldgType_TwnhsE
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 | 114 |
| Value | Count | Frequency (%) | |
| 0 | 1346 | 92.2% | |
| 1 | 114 | 7.8% |
BsmtCond_Gd
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 | 65 |
| Value | Count | Frequency (%) | |
| 0 | 1395 | 95.5% | |
| 1 | 65 | 4.5% |
BsmtCond_Po
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 | 2 |
| Value | Count | Frequency (%) | |
| 0 | 1458 | 99.9% | |
| 1 | 2 | 0.1% |
BsmtCond_TA
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 1 | |
|---|---|
| 0 | 149 |
| Value | Count | Frequency (%) | |
| 1 | 1311 | 89.8% | |
| 0 | 149 | 10.2% |
BsmtExposure_Gd
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 | 134 |
| Value | Count | Frequency (%) | |
| 0 | 1326 | 90.8% | |
| 1 | 134 | 9.2% |
BsmtExposure_Mn
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 | 114 |
| Value | Count | Frequency (%) | |
| 0 | 1346 | 92.2% | |
| 1 | 114 | 7.8% |
BsmtExposure_No
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 1 | |
|---|---|
| 0 |
| Value | Count | Frequency (%) | |
| 1 | 953 | 65.3% | |
| 0 | 507 | 34.7% |
BsmtFinSF1
Numeric
| Distinct count | 637 |
|---|---|
| Unique (%) | 43.6% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 443.63974 |
|---|---|
| Minimum | 0 |
| Maximum | 5644 |
| Zeros (%) | 32.0% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 383.5 |
| Q3 | 712.25 |
| 95-th percentile | 1274 |
| Maximum | 5644 |
| Range | 5644 |
| Interquartile range | 712.25 |
Descriptive statistics
| Standard deviation | 456.0987854 |
|---|---|
| Coef of variation | 1.0280837 |
| Kurtosis | 11.1182375 |
| Mean | 443.63974 |
| MAD | 367.3689575 |
| Skewness | 1.685503125 |
| Sum | 647714 |
| Variance | 208026.0938 |
| Memory size | 5.8 KiB |
Histogram with fixed size bins (bins=50)
Histogram with variable size bins (bins=[0.000e+00 1.000e+00 2.200e+01 2.450e+01 1.795e+02 7.895e+02 1.087e+03 1.475e+03 2.224e+03 5.644e+03], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 0 | 467 | 32.0% | |
| 24 | 12 | 0.8% | |
| 16 | 9 | 0.6% | |
| 662 | 5 | 0.3% | |
| 936 | 5 | 0.3% | |
| 686 | 5 | 0.3% | |
| 616 | 5 | 0.3% | |
| 20 | 5 | 0.3% | |
| 312 | 4 | 0.3% | |
| 697 | 4 | 0.3% | |
| Other values (627) | 939 | 64.3% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 467 | 32.0% | |
| 2 | 1 | 0.1% | |
| 16 | 9 | 0.6% | |
| 20 | 5 | 0.3% | |
| 24 | 12 | 0.8% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 5644 | 1 | 0.1% | |
| 2260 | 1 | 0.1% | |
| 2188 | 1 | 0.1% | |
| 2096 | 1 | 0.1% | |
| 1904 | 1 | 0.1% |
BsmtFinType1_BLQ
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 | 148 |
| Value | Count | Frequency (%) | |
| 0 | 1312 | 89.9% | |
| 1 | 148 | 10.1% |
BsmtFinType1_GLQ
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 |
| Value | Count | Frequency (%) | |
| 0 | 1042 | 71.4% | |
| 1 | 418 | 28.6% |
BsmtFinType1_LwQ
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 | 74 |
| Value | Count | Frequency (%) | |
| 0 | 1386 | 94.9% | |
| 1 | 74 | 5.1% |
BsmtFinType1_Rec
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 | 133 |
| Value | Count | Frequency (%) | |
| 0 | 1327 | 90.9% | |
| 1 | 133 | 9.1% |
BsmtFinType1_Unf
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 |
| Value | Count | Frequency (%) | |
| 0 | 1030 | 70.5% | |
| 1 | 430 | 29.5% |
BsmtFinType2_BLQ
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 | 33 |
| Value | Count | Frequency (%) | |
| 0 | 1427 | 97.7% | |
| 1 | 33 | 2.3% |
BsmtFinType2_GLQ
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 | 14 |
| Value | Count | Frequency (%) | |
| 0 | 1446 | 99.0% | |
| 1 | 14 | 1.0% |
BsmtFinType2_LwQ
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 | 46 |
| Value | Count | Frequency (%) | |
| 0 | 1414 | 96.8% | |
| 1 | 46 | 3.2% |
BsmtFinType2_Rec
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 | 54 |
| Value | Count | Frequency (%) | |
| 0 | 1406 | 96.3% | |
| 1 | 54 | 3.7% |
BsmtFinType2_Unf
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 1 | |
|---|---|
| 0 | 204 |
| Value | Count | Frequency (%) | |
| 1 | 1256 | 86.0% | |
| 0 | 204 | 14.0% |
BsmtFullBath
Categorical
| Distinct count | 4 |
|---|---|
| Unique (%) | 0.3% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 | |
| 2 | 15 |
| Value | Count | Frequency (%) | |
| 0 | 856 | 58.6% | |
| 1 | 588 | 40.3% | |
| 2 | 15 | 1.0% | |
| 3 | 1 | 0.1% |
| Max length | 3 |
|---|---|
| Mean length | 3 |
| Min length | 3 |
| Contains chars | False |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | True |
BsmtHalfBath
Categorical
| Distinct count | 3 |
|---|---|
| Unique (%) | 0.2% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 | 80 |
| 2 | 2 |
| Value | Count | Frequency (%) | |
| 0 | 1378 | 94.4% | |
| 1 | 80 | 5.5% | |
| 2 | 2 | 0.1% |
| Max length | 3 |
|---|---|
| Mean length | 3 |
| Min length | 3 |
| Contains chars | False |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | True |
BsmtQual_Fa
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 | 35 |
| Value | Count | Frequency (%) | |
| 0 | 1425 | 97.6% | |
| 1 | 35 | 2.4% |
BsmtQual_Gd
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 |
| Value | Count | Frequency (%) | |
| 0 | 842 | 57.7% | |
| 1 | 618 | 42.3% |
BsmtQual_TA
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 |
| Value | Count | Frequency (%) | |
| 0 | 811 | 55.5% | |
| 1 | 649 | 44.5% |
BsmtUnfSF
Numeric
| Distinct count | 780 |
|---|---|
| Unique (%) | 53.4% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 567.2404175 |
|---|---|
| Minimum | 0 |
| Maximum | 2336 |
| Zeros (%) | 8.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 223 |
| Median | 477.5 |
| Q3 | 808 |
| 95-th percentile | 1468 |
| Maximum | 2336 |
| Range | 2336 |
| Interquartile range | 585 |
Descriptive statistics
| Standard deviation | 441.8668823 |
|---|---|
| Coef of variation | 0.7789763718 |
| Kurtosis | 0.4749937356 |
| Mean | 567.2404175 |
| MAD | 353.2820129 |
| Skewness | 0.9202683568 |
| Sum | 828171 |
| Variance | 195246.3438 |
| Memory size | 5.8 KiB |
Histogram with fixed size bins (bins=50)
Histogram with variable size bins (bins=[ 0. 7. 74.5 441.5 817. 977.5 1500. 1818. 2336. ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 0 | 118 | 8.1% | |
| 728 | 9 | 0.6% | |
| 384 | 8 | 0.5% | |
| 572 | 7 | 0.5% | |
| 600 | 7 | 0.5% | |
| 300 | 7 | 0.5% | |
| 440 | 6 | 0.4% | |
| 270 | 6 | 0.4% | |
| 672 | 6 | 0.4% | |
| 625 | 6 | 0.4% | |
| Other values (770) | 1280 | 87.7% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 118 | 8.1% | |
| 14 | 1 | 0.1% | |
| 15 | 1 | 0.1% | |
| 23 | 2 | 0.1% | |
| 26 | 1 | 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 2336 | 1 | 0.1% | |
| 2153 | 1 | 0.1% | |
| 2121 | 1 | 0.1% | |
| 2046 | 1 | 0.1% | |
| 2042 | 1 | 0.1% |
CentralAir_Y
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 1 | |
|---|---|
| 0 | 95 |
| Value | Count | Frequency (%) | |
| 1 | 1365 | 93.5% | |
| 0 | 95 | 6.5% |
Condition1_Feedr
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 | 81 |
| Value | Count | Frequency (%) | |
| 0 | 1379 | 94.5% | |
| 1 | 81 | 5.5% |
Condition1_Norm
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 1 | |
|---|---|
| 0 | 200 |
| Value | Count | Frequency (%) | |
| 1 | 1260 | 86.3% | |
| 0 | 200 | 13.7% |
Condition1_PosA
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 | 8 |
| Value | Count | Frequency (%) | |
| 0 | 1452 | 99.5% | |
| 1 | 8 | 0.5% |
Condition1_PosN
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 | 19 |
| Value | Count | Frequency (%) | |
| 0 | 1441 | 98.7% | |
| 1 | 19 | 1.3% |
Condition1_RRAe
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 | 11 |
| Value | Count | Frequency (%) | |
| 0 | 1449 | 99.2% | |
| 1 | 11 | 0.8% |
Condition1_RRAn
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 | 26 |
| Value | Count | Frequency (%) | |
| 0 | 1434 | 98.2% | |
| 1 | 26 | 1.8% |
Condition1_RRNe
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 | 2 |
| Value | Count | Frequency (%) | |
| 0 | 1458 | 99.9% | |
| 1 | 2 | 0.1% |
Condition1_RRNn
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 | 5 |
| Value | Count | Frequency (%) | |
| 0 | 1455 | 99.7% | |
| 1 | 5 | 0.3% |
Condition2_Feedr
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 | 6 |
| Value | Count | Frequency (%) | |
| 0 | 1454 | 99.6% | |
| 1 | 6 | 0.4% |
Condition2_Norm
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 1 | |
|---|---|
| 0 | 15 |
| Value | Count | Frequency (%) | |
| 1 | 1445 | 99.0% | |
| 0 | 15 | 1.0% |
Condition2_PosA
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 | 1 |
| Value | Count | Frequency (%) | |
| 0 | 1459 | 99.9% | |
| 1 | 1 | 0.1% |
Condition2_PosN
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 | 2 |
| Value | Count | Frequency (%) | |
| 0 | 1458 | 99.9% | |
| 1 | 2 | 0.1% |
Condition2_RRAe
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 | 1 |
| Value | Count | Frequency (%) | |
| 0 | 1459 | 99.9% | |
| 1 | 1 | 0.1% |
Condition2_RRAn
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 | 1 |
| Value | Count | Frequency (%) | |
| 0 | 1459 | 99.9% | |
| 1 | 1 | 0.1% |
Condition2_RRNn
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 | 2 |
| Value | Count | Frequency (%) | |
| 0 | 1458 | 99.9% | |
| 1 | 2 | 0.1% |
Electrical_FuseF
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 | 27 |
| Value | Count | Frequency (%) | |
| 0 | 1433 | 98.2% | |
| 1 | 27 | 1.8% |
Electrical_FuseP
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 | 3 |
| Value | Count | Frequency (%) | |
| 0 | 1457 | 99.8% | |
| 1 | 3 | 0.2% |
Electrical_Mix
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 | 1 |
| Value | Count | Frequency (%) | |
| 0 | 1459 | 99.9% | |
| 1 | 1 | 0.1% |
Electrical_SBrkr
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 1 | |
|---|---|
| 0 | 126 |
| Value | Count | Frequency (%) | |
| 1 | 1334 | 91.4% | |
| 0 | 126 | 8.6% |
ExterCond_Fa
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 | 28 |
| Value | Count | Frequency (%) | |
| 0 | 1432 | 98.1% | |
| 1 | 28 | 1.9% |
ExterCond_Gd
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 | 146 |
| Value | Count | Frequency (%) | |
| 0 | 1314 | 90.0% | |
| 1 | 146 | 10.0% |
ExterCond_Po
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 | 1 |
| Value | Count | Frequency (%) | |
| 0 | 1459 | 99.9% | |
| 1 | 1 | 0.1% |
ExterCond_TA
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 1 | |
|---|---|
| 0 | 178 |
| Value | Count | Frequency (%) | |
| 1 | 1282 | 87.8% | |
| 0 | 178 | 12.2% |
Exterior1st_AsphShn
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 | 1 |
| Value | Count | Frequency (%) | |
| 0 | 1459 | 99.9% | |
| 1 | 1 | 0.1% |
Exterior1st_BrkComm
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 | 2 |
| Value | Count | Frequency (%) | |
| 0 | 1458 | 99.9% | |
| 1 | 2 | 0.1% |
Exterior1st_BrkFace
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 | 50 |
| Value | Count | Frequency (%) | |
| 0 | 1410 | 96.6% | |
| 1 | 50 | 3.4% |
Exterior1st_CBlock
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 | 1 |
| Value | Count | Frequency (%) | |
| 0 | 1459 | 99.9% | |
| 1 | 1 | 0.1% |
Exterior1st_CemntBd
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 | 61 |
| Value | Count | Frequency (%) | |
| 0 | 1399 | 95.8% | |
| 1 | 61 | 4.2% |
Exterior1st_HdBoard
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 | 222 |
| Value | Count | Frequency (%) | |
| 0 | 1238 | 84.8% | |
| 1 | 222 | 15.2% |
Exterior1st_ImStucc
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 | 1 |
| Value | Count | Frequency (%) | |
| 0 | 1459 | 99.9% | |
| 1 | 1 | 0.1% |
Exterior1st_MetalSd
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 | 220 |
| Value | Count | Frequency (%) | |
| 0 | 1240 | 84.9% | |
| 1 | 220 | 15.1% |
Exterior1st_Plywood
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 | 108 |
| Value | Count | Frequency (%) | |
| 0 | 1352 | 92.6% | |
| 1 | 108 | 7.4% |
Exterior1st_Stone
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 | 2 |
| Value | Count | Frequency (%) | |
| 0 | 1458 | 99.9% | |
| 1 | 2 | 0.1% |
Exterior1st_Stucco
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 | 25 |
| Value | Count | Frequency (%) | |
| 0 | 1435 | 98.3% | |
| 1 | 25 | 1.7% |
Exterior1st_VinylSd
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 |
| Value | Count | Frequency (%) | |
| 0 | 945 | 64.7% | |
| 1 | 515 | 35.3% |
Exterior1st_Wd_Sdng
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 | 206 |
| Value | Count | Frequency (%) | |
| 0 | 1254 | 85.9% | |
| 1 | 206 | 14.1% |
Exterior1st_WdShing
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 | 26 |
| Value | Count | Frequency (%) | |
| 0 | 1434 | 98.2% | |
| 1 | 26 | 1.8% |
Exterior2nd_AsphShn
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 | 3 |
| Value | Count | Frequency (%) | |
| 0 | 1457 | 99.8% | |
| 1 | 3 | 0.2% |
Exterior2nd_Brk_Cmn
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 | 7 |
| Value | Count | Frequency (%) | |
| 0 | 1453 | 99.5% | |
| 1 | 7 | 0.5% |
Exterior2nd_BrkFace
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 | 25 |
| Value | Count | Frequency (%) | |
| 0 | 1435 | 98.3% | |
| 1 | 25 | 1.7% |
Exterior2nd_HdBoard
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 | 207 |
| Value | Count | Frequency (%) | |
| 0 | 1253 | 85.8% | |
| 1 | 207 | 14.2% |
Exterior2nd_ImStucc
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 | 10 |
| Value | Count | Frequency (%) | |
| 0 | 1450 | 99.3% | |
| 1 | 10 | 0.7% |
Exterior2nd_Other
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 | 1 |
| Value | Count | Frequency (%) | |
| 0 | 1459 | 99.9% | |
| 1 | 1 | 0.1% |
Exterior2nd_Plywood
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 | 142 |
| Value | Count | Frequency (%) | |
| 0 | 1318 | 90.3% | |
| 1 | 142 | 9.7% |
Exterior2nd_Stone
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 | 5 |
| Value | Count | Frequency (%) | |
| 0 | 1455 | 99.7% | |
| 1 | 5 | 0.3% |
Exterior2nd_Stucco
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 | 26 |
| Value | Count | Frequency (%) | |
| 0 | 1434 | 98.2% | |
| 1 | 26 | 1.8% |
Exterior2nd_Wd_Sdng
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 | 197 |
| Value | Count | Frequency (%) | |
| 0 | 1263 | 86.5% | |
| 1 | 197 | 13.5% |
Exterior2nd_Wd_Shng
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 | 38 |
| Value | Count | Frequency (%) | |
| 0 | 1422 | 97.4% | |
| 1 | 38 | 2.6% |
ExterQual_Fa
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 | 14 |
| Value | Count | Frequency (%) | |
| 0 | 1446 | 99.0% | |
| 1 | 14 | 1.0% |
ExterQual_Gd
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 |
| Value | Count | Frequency (%) | |
| 0 | 972 | 66.6% | |
| 1 | 488 | 33.4% |
ExterQual_TA
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 1 | |
|---|---|
| 0 |
| Value | Count | Frequency (%) | |
| 1 | 906 | 62.1% | |
| 0 | 554 | 37.9% |
Fireplaces
Categorical
| Distinct count | 4 |
|---|---|
| Unique (%) | 0.3% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 | |
| 2 | 115 |
| Value | Count | Frequency (%) | |
| 0 | 690 | 47.3% | |
| 1 | 650 | 44.5% | |
| 2 | 115 | 7.9% | |
| 3 | 5 | 0.3% |
| Max length | 3 |
|---|---|
| Mean length | 3 |
| Min length | 3 |
| Contains chars | False |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | True |
Foundation_CBlock
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 |
| Value | Count | Frequency (%) | |
| 0 | 826 | 56.6% | |
| 1 | 634 | 43.4% |
Foundation_PConc
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 |
| Value | Count | Frequency (%) | |
| 0 | 813 | 55.7% | |
| 1 | 647 | 44.3% |
Foundation_Slab
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 | 24 |
| Value | Count | Frequency (%) | |
| 0 | 1436 | 98.4% | |
| 1 | 24 | 1.6% |
Foundation_Stone
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 | 6 |
| Value | Count | Frequency (%) | |
| 0 | 1454 | 99.6% | |
| 1 | 6 | 0.4% |
Foundation_Wood
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 | 3 |
| Value | Count | Frequency (%) | |
| 0 | 1457 | 99.8% | |
| 1 | 3 | 0.2% |
FullBath
Categorical
| Distinct count | 4 |
|---|---|
| Unique (%) | 0.3% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 2 | |
|---|---|
| 1 | |
| 3 | 33 |
| Value | Count | Frequency (%) | |
| 2 | 768 | 52.6% | |
| 1 | 650 | 44.5% | |
| 3 | 33 | 2.3% | |
| 0 | 9 | 0.6% |
| Max length | 3 |
|---|---|
| Mean length | 3 |
| Min length | 3 |
| Contains chars | False |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | True |
Functional_Maj2
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 | 5 |
| Value | Count | Frequency (%) | |
| 0 | 1455 | 99.7% | |
| 1 | 5 | 0.3% |
Functional_Min1
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 | 31 |
| Value | Count | Frequency (%) | |
| 0 | 1429 | 97.9% | |
| 1 | 31 | 2.1% |
Functional_Min2
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 | 34 |
| Value | Count | Frequency (%) | |
| 0 | 1426 | 97.7% | |
| 1 | 34 | 2.3% |
Functional_Mod
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 | 15 |
| Value | Count | Frequency (%) | |
| 0 | 1445 | 99.0% | |
| 1 | 15 | 1.0% |
Functional_Sev
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 | 1 |
| Value | Count | Frequency (%) | |
| 0 | 1459 | 99.9% | |
| 1 | 1 | 0.1% |
Functional_Typ
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 1 | |
|---|---|
| 0 | 100 |
| Value | Count | Frequency (%) | |
| 1 | 1360 | 93.2% | |
| 0 | 100 | 6.8% |
GarageArea
Numeric
| Distinct count | 441 |
|---|---|
| Unique (%) | 30.2% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 472.9801331 |
|---|---|
| Minimum | 0 |
| Maximum | 1418 |
| Zeros (%) | 5.5% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 334.5 |
| Median | 480 |
| Q3 | 576 |
| 95-th percentile | 850.1 |
| Maximum | 1418 |
| Range | 1418 |
| Interquartile range | 241.5 |
Descriptive statistics
| Standard deviation | 213.8048859 |
|---|---|
| Coef of variation | 0.4520377727 |
| Kurtosis | 0.9170674086 |
| Mean | 472.9801331 |
| MAD | 160.0190887 |
| Skewness | 0.1799810231 |
| Sum | 690551 |
| Variance | 45712.53125 |
| Memory size | 5.8 KiB |
Histogram with fixed size bins (bins=50)
Histogram with variable size bins (bins=[ 0. 80. 172. 237. 242. ... 671.5 672.5 910. 1061. 1418. ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 0 | 81 | 5.5% | |
| 440 | 49 | 3.4% | |
| 576 | 47 | 3.2% | |
| 240 | 38 | 2.6% | |
| 484 | 34 | 2.3% | |
| 528 | 33 | 2.3% | |
| 288 | 27 | 1.8% | |
| 400 | 25 | 1.7% | |
| 480 | 24 | 1.6% | |
| 264 | 24 | 1.6% | |
| Other values (431) | 1078 | 73.8% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 81 | 5.5% | |
| 160 | 2 | 0.1% | |
| 164 | 1 | 0.1% | |
| 180 | 9 | 0.6% | |
| 186 | 1 | 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 1418 | 1 | 0.1% | |
| 1390 | 1 | 0.1% | |
| 1356 | 1 | 0.1% | |
| 1248 | 1 | 0.1% | |
| 1220 | 1 | 0.1% |
GarageCars
Numeric
| Distinct count | 5 |
|---|---|
| Unique (%) | 0.3% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 1.767123342 |
|---|---|
| Minimum | 0 |
| Maximum | 4 |
| Zeros (%) | 5.5% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| Median | 2 |
| Q3 | 2 |
| 95-th percentile | 3 |
| Maximum | 4 |
| Range | 4 |
| Interquartile range | 1 |
Descriptive statistics
| Standard deviation | 0.7473191619 |
|---|---|
| Coef of variation | 0.4229015283 |
| Kurtosis | 0.2209980041 |
| Mean | 1.767123342 |
| MAD | 0.5838396549 |
| Skewness | -0.342549175 |
| Sum | 2580 |
| Variance | 0.5584859252 |
| Memory size | 5.8 KiB |
Histogram with fixed size bins (bins=5)
| Value | Count | Frequency (%) | |
| 2 | 824 | 56.4% | |
| 1 | 369 | 25.3% | |
| 3 | 181 | 12.4% | |
| 0 | 81 | 5.5% | |
| 4 | 5 | 0.3% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 81 | 5.5% | |
| 1 | 369 | 25.3% | |
| 2 | 824 | 56.4% | |
| 3 | 181 | 12.4% | |
| 4 | 5 | 0.3% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 4 | 5 | 0.3% | |
| 3 | 181 | 12.4% | |
| 2 | 824 | 56.4% | |
| 1 | 369 | 25.3% | |
| 0 | 81 | 5.5% |
GarageCond_Fa
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 | 35 |
| Value | Count | Frequency (%) | |
| 0 | 1425 | 97.6% | |
| 1 | 35 | 2.4% |
GarageCond_Gd
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 | 9 |
| Value | Count | Frequency (%) | |
| 0 | 1451 | 99.4% | |
| 1 | 9 | 0.6% |
GarageCond_Po
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 | 7 |
| Value | Count | Frequency (%) | |
| 0 | 1453 | 99.5% | |
| 1 | 7 | 0.5% |
GarageCond_TA
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 1 | |
|---|---|
| 0 | 134 |
| Value | Count | Frequency (%) | |
| 1 | 1326 | 90.8% | |
| 0 | 134 | 9.2% |
GarageFinish_RFn
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 |
| Value | Count | Frequency (%) | |
| 0 | 1038 | 71.1% | |
| 1 | 422 | 28.9% |
GarageFinish_Unf
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 |
| Value | Count | Frequency (%) | |
| 0 | 855 | 58.6% | |
| 1 | 605 | 41.4% |
GarageQual_Fa
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 | 48 |
| Value | Count | Frequency (%) | |
| 0 | 1412 | 96.7% | |
| 1 | 48 | 3.3% |
GarageQual_Gd
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 | 14 |
| Value | Count | Frequency (%) | |
| 0 | 1446 | 99.0% | |
| 1 | 14 | 1.0% |
GarageQual_Po
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 | 3 |
| Value | Count | Frequency (%) | |
| 0 | 1457 | 99.8% | |
| 1 | 3 | 0.2% |
GarageQual_TA
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 1 | |
|---|---|
| 0 | 149 |
| Value | Count | Frequency (%) | |
| 1 | 1311 | 89.8% | |
| 0 | 149 | 10.2% |
GarageType_Attchd
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 1 | |
|---|---|
| 0 |
| Value | Count | Frequency (%) | |
| 1 | 870 | 59.6% | |
| 0 | 590 | 40.4% |
GarageType_Basment
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 | 19 |
| Value | Count | Frequency (%) | |
| 0 | 1441 | 98.7% | |
| 1 | 19 | 1.3% |
GarageType_BuiltIn
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 | 88 |
| Value | Count | Frequency (%) | |
| 0 | 1372 | 94.0% | |
| 1 | 88 | 6.0% |
GarageType_CarPort
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 | 9 |
| Value | Count | Frequency (%) | |
| 0 | 1451 | 99.4% | |
| 1 | 9 | 0.6% |
GarageType_Detchd
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 |
| Value | Count | Frequency (%) | |
| 0 | 1073 | 73.5% | |
| 1 | 387 | 26.5% |
GarageYrBlt
Numeric
| Distinct count | 98 |
|---|---|
| Unique (%) | 6.7% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 1978.505859 |
|---|---|
| Minimum | 1900 |
| Maximum | 2010 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 1900 |
|---|---|
| 5-th percentile | 1930 |
| Q1 | 1962 |
| Median | 1978.506104 |
| Q3 | 2001 |
| 95-th percentile | 2007 |
| Maximum | 2010 |
| Range | 110 |
| Interquartile range | 39 |
Descriptive statistics
| Standard deviation | 23.99457169 |
|---|---|
| Coef of variation | 0.01212762225 |
| Kurtosis | -0.2665096521 |
| Mean | 1978.505859 |
| MAD | 19.75293732 |
| Skewness | -0.6681672335 |
| Sum | 2888619 |
| Variance | 575.7394409 |
| Memory size | 5.8 KiB |
Histogram with fixed size bins (bins=50)
Histogram with variable size bins (bins=[1900. 1914.5 1938.5 1941.5 1947.5 ... 1978.75305176 1992.5 2002.5 2007.5 2010. ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 1978.506104 | 81 | 5.5% | |
| 2005 | 65 | 4.5% | |
| 2006 | 59 | 4.0% | |
| 2004 | 53 | 3.6% | |
| 2003 | 50 | 3.4% | |
| 2007 | 49 | 3.4% | |
| 1977 | 35 | 2.4% | |
| 1998 | 31 | 2.1% | |
| 1999 | 30 | 2.1% | |
| 1976 | 29 | 2.0% | |
| Other values (88) | 978 | 67.0% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 1900 | 1 | 0.1% | |
| 1906 | 1 | 0.1% | |
| 1908 | 1 | 0.1% | |
| 1910 | 3 | 0.2% | |
| 1914 | 2 | 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 2010 | 3 | 0.2% | |
| 2009 | 21 | 1.4% | |
| 2008 | 29 | 2.0% | |
| 2007 | 49 | 3.4% | |
| 2006 | 59 | 4.0% |
GrLivArea
Numeric
| Distinct count | 861 |
|---|---|
| Unique (%) | 59.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 1515.463745 |
|---|---|
| Minimum | 334 |
| Maximum | 5642 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 334 |
|---|---|
| 5-th percentile | 848 |
| Q1 | 1129.5 |
| Median | 1464 |
| Q3 | 1776.75 |
| 95-th percentile | 2466.1 |
| Maximum | 5642 |
| Range | 5308 |
| Interquartile range | 647.25 |
Descriptive statistics
| Standard deviation | 525.4802856 |
|---|---|
| Coef of variation | 0.3467455341 |
| Kurtosis | 4.895119667 |
| Mean | 1515.463745 |
| MAD | 397.32547 |
| Skewness | 1.366559982 |
| Sum | 2212577 |
| Variance | 276129.5312 |
| Memory size | 5.8 KiB |
Histogram with fixed size bins (bins=50)
Histogram with variable size bins (bins=[ 334. 610.5 765.5 862.5 865. ... 2137. 2650. 2885. 3617.5 5642. ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 864 | 22 | 1.5% | |
| 1040 | 14 | 1.0% | |
| 894 | 11 | 0.8% | |
| 1456 | 10 | 0.7% | |
| 848 | 10 | 0.7% | |
| 1200 | 9 | 0.6% | |
| 912 | 9 | 0.6% | |
| 1092 | 8 | 0.5% | |
| 816 | 8 | 0.5% | |
| 987 | 7 | 0.5% | |
| Other values (851) | 1352 | 92.6% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 334 | 1 | 0.1% | |
| 438 | 1 | 0.1% | |
| 480 | 1 | 0.1% | |
| 520 | 1 | 0.1% | |
| 605 | 1 | 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 5642 | 1 | 0.1% | |
| 4676 | 1 | 0.1% | |
| 4476 | 1 | 0.1% | |
| 4316 | 1 | 0.1% | |
| 3627 | 1 | 0.1% |
HalfBath
Categorical
| Distinct count | 3 |
|---|---|
| Unique (%) | 0.2% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 | |
| 2 | 12 |
| Value | Count | Frequency (%) | |
| 0 | 913 | 62.5% | |
| 1 | 535 | 36.6% | |
| 2 | 12 | 0.8% |
| Max length | 3 |
|---|---|
| Mean length | 3 |
| Min length | 3 |
| Contains chars | False |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | True |
Heating_GasA
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 1 | |
|---|---|
| 0 | 32 |
| Value | Count | Frequency (%) | |
| 1 | 1428 | 97.8% | |
| 0 | 32 | 2.2% |
Heating_GasW
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 | 18 |
| Value | Count | Frequency (%) | |
| 0 | 1442 | 98.8% | |
| 1 | 18 | 1.2% |
Heating_Grav
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 | 7 |
| Value | Count | Frequency (%) | |
| 0 | 1453 | 99.5% | |
| 1 | 7 | 0.5% |
Heating_OthW
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 | 2 |
| Value | Count | Frequency (%) | |
| 0 | 1458 | 99.9% | |
| 1 | 2 | 0.1% |
Heating_Wall
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 | 4 |
| Value | Count | Frequency (%) | |
| 0 | 1456 | 99.7% | |
| 1 | 4 | 0.3% |
HeatingQC_Fa
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 | 49 |
| Value | Count | Frequency (%) | |
| 0 | 1411 | 96.6% | |
| 1 | 49 | 3.4% |
HeatingQC_Gd
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 | 241 |
| Value | Count | Frequency (%) | |
| 0 | 1219 | 83.5% | |
| 1 | 241 | 16.5% |
HeatingQC_Po
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 | 1 |
| Value | Count | Frequency (%) | |
| 0 | 1459 | 99.9% | |
| 1 | 1 | 0.1% |
HeatingQC_TA
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 |
| Value | Count | Frequency (%) | |
| 0 | 1032 | 70.7% | |
| 1 | 428 | 29.3% |
HouseStyle_1.5Unf
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 | 14 |
| Value | Count | Frequency (%) | |
| 0 | 1446 | 99.0% | |
| 1 | 14 | 1.0% |
HouseStyle_1Story
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 |
| Value | Count | Frequency (%) | |
| 0 | 734 | 50.3% | |
| 1 | 726 | 49.7% |
HouseStyle_2.5Fin
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 | 8 |
| Value | Count | Frequency (%) | |
| 0 | 1452 | 99.5% | |
| 1 | 8 | 0.5% |
HouseStyle_2.5Unf
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 | 11 |
| Value | Count | Frequency (%) | |
| 0 | 1449 | 99.2% | |
| 1 | 11 | 0.8% |
HouseStyle_2Story
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 |
| Value | Count | Frequency (%) | |
| 0 | 1015 | 69.5% | |
| 1 | 445 | 30.5% |
HouseStyle_SFoyer
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 | 37 |
| Value | Count | Frequency (%) | |
| 0 | 1423 | 97.5% | |
| 1 | 37 | 2.5% |
HouseStyle_SLvl
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 | 65 |
| Value | Count | Frequency (%) | |
| 0 | 1395 | 95.5% | |
| 1 | 65 | 4.5% |
Id
Numeric
| Distinct count | 1460 |
|---|---|
| Unique (%) | 100.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 730.5 |
|---|---|
| Minimum | 1 |
| Maximum | 1460 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 73.95 |
| Q1 | 365.75 |
| Median | 730.5 |
| Q3 | 1095.25 |
| 95-th percentile | 1387.05 |
| Maximum | 1460 |
| Range | 1459 |
| Interquartile range | 729.5 |
Descriptive statistics
| Standard deviation | 421.6108704 |
|---|---|
| Coef of variation | 0.5771538266 |
| Kurtosis | -1.200000048 |
| Mean | 730.5 |
| MAD | 365 |
| Skewness | 0 |
| Sum | 1066530 |
| Variance | 177755.7188 |
| Memory size | 5.8 KiB |
Histogram with fixed size bins (bins=50)
Histogram with variable size bins (bins=[1.00e+00 1.46e+03], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 1453 | 1 | 0.1% | |
| 402 | 1 | 0.1% | |
| 414 | 1 | 0.1% | |
| 1206 | 1 | 0.1% | |
| 426 | 1 | 0.1% | |
| 902 | 1 | 0.1% | |
| 438 | 1 | 0.1% | |
| 442 | 1 | 0.1% | |
| 946 | 1 | 0.1% | |
| 454 | 1 | 0.1% | |
| Other values (1450) | 1450 | 99.3% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 1 | 1 | 0.1% | |
| 2 | 1 | 0.1% | |
| 3 | 1 | 0.1% | |
| 4 | 1 | 0.1% | |
| 5 | 1 | 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 1460 | 1 | 0.1% | |
| 1459 | 1 | 0.1% | |
| 1458 | 1 | 0.1% | |
| 1457 | 1 | 0.1% | |
| 1456 | 1 | 0.1% |
KitchenAbvGr
Categorical
| Distinct count | 4 |
|---|---|
| Unique (%) | 0.3% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 1 | |
|---|---|
| 2 | 65 |
| 3 | 2 |
| Value | Count | Frequency (%) | |
| 1 | 1392 | 95.3% | |
| 2 | 65 | 4.5% | |
| 3 | 2 | 0.1% | |
| 0 | 1 | 0.1% |
| Max length | 3 |
|---|---|
| Mean length | 3 |
| Min length | 3 |
| Contains chars | False |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | True |
KitchenQual_Fa
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 | 39 |
| Value | Count | Frequency (%) | |
| 0 | 1421 | 97.3% | |
| 1 | 39 | 2.7% |
KitchenQual_Gd
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 |
| Value | Count | Frequency (%) | |
| 0 | 874 | 59.9% | |
| 1 | 586 | 40.1% |
KitchenQual_TA
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 1 | |
|---|---|
| 0 |
| Value | Count | Frequency (%) | |
| 1 | 735 | 50.3% | |
| 0 | 725 | 49.7% |
LandContour_HLS
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 | 50 |
| Value | Count | Frequency (%) | |
| 0 | 1410 | 96.6% | |
| 1 | 50 | 3.4% |
LandContour_Low
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 | 36 |
| Value | Count | Frequency (%) | |
| 0 | 1424 | 97.5% | |
| 1 | 36 | 2.5% |
LandContour_Lvl
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 1 | |
|---|---|
| 0 | 149 |
| Value | Count | Frequency (%) | |
| 1 | 1311 | 89.8% | |
| 0 | 149 | 10.2% |
LandSlope_Mod
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 | 65 |
| Value | Count | Frequency (%) | |
| 0 | 1395 | 95.5% | |
| 1 | 65 | 4.5% |
LandSlope_Sev
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 | 13 |
| Value | Count | Frequency (%) | |
| 0 | 1447 | 99.1% | |
| 1 | 13 | 0.9% |
LotArea
Numeric
| Distinct count | 1073 |
|---|---|
| Unique (%) | 73.5% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 10516.82812 |
|---|---|
| Minimum | 1300 |
| Maximum | 215245 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 1300 |
|---|---|
| 5-th percentile | 3311.7 |
| Q1 | 7553.5 |
| Median | 9478.5 |
| Q3 | 11601.5 |
| 95-th percentile | 17401.15 |
| Maximum | 215245 |
| Range | 213945 |
| Interquartile range | 4048 |
Descriptive statistics
| Standard deviation | 9981.253906 |
|---|---|
| Coef of variation | 0.9490745487 |
| Kurtosis | 203.2432709 |
| Mean | 10516.82812 |
| MAD | 3758.819824 |
| Skewness | 12.20768738 |
| Sum | 15354569 |
| Variance | 99625432 |
| Memory size | 5.8 KiB |
Histogram with fixed size bins (bins=50)
Histogram with variable size bins (bins=[ 1300. 3181. 3189. 5962.5 6020. ... 14875.5 18015. 26160. 55352. 215245. ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 7200 | 25 | 1.7% | |
| 9600 | 24 | 1.6% | |
| 6000 | 17 | 1.2% | |
| 8400 | 14 | 1.0% | |
| 9000 | 14 | 1.0% | |
| 10800 | 14 | 1.0% | |
| 1680 | 10 | 0.7% | |
| 7500 | 9 | 0.6% | |
| 6240 | 8 | 0.5% | |
| 6120 | 8 | 0.5% | |
| Other values (1063) | 1317 | 90.2% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 1300 | 1 | 0.1% | |
| 1477 | 1 | 0.1% | |
| 1491 | 1 | 0.1% | |
| 1526 | 1 | 0.1% | |
| 1533 | 2 | 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 215245 | 1 | 0.1% | |
| 164660 | 1 | 0.1% | |
| 159000 | 1 | 0.1% | |
| 115149 | 1 | 0.1% | |
| 70761 | 1 | 0.1% |
LotConfig_CulDSac
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 | 94 |
| Value | Count | Frequency (%) | |
| 0 | 1366 | 93.6% | |
| 1 | 94 | 6.4% |
LotConfig_FR2
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 | 47 |
| Value | Count | Frequency (%) | |
| 0 | 1413 | 96.8% | |
| 1 | 47 | 3.2% |
LotConfig_FR3
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 | 4 |
| Value | Count | Frequency (%) | |
| 0 | 1456 | 99.7% | |
| 1 | 4 | 0.3% |
LotConfig_Inside
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 1 | |
|---|---|
| 0 |
| Value | Count | Frequency (%) | |
| 1 | 1052 | 72.1% | |
| 0 | 408 | 27.9% |
LotFrontage
Numeric
| Distinct count | 111 |
|---|---|
| Unique (%) | 7.6% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 70.04981995 |
|---|---|
| Minimum | 21 |
| Maximum | 313 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 21 |
|---|---|
| 5-th percentile | 35.95 |
| Q1 | 60 |
| Median | 70.04995728 |
| Q3 | 79 |
| 95-th percentile | 104 |
| Maximum | 313 |
| Range | 292 |
| Interquartile range | 19 |
Descriptive statistics
| Standard deviation | 22.02401352 |
|---|---|
| Coef of variation | 0.3144049983 |
| Kurtosis | 21.84816551 |
| Mean | 70.04981995 |
| MAD | 13.78841114 |
| Skewness | 2.384950399 |
| Sum | 102272.9375 |
| Variance | 485.0571899 |
| Memory size | 5.8 KiB |
Histogram with fixed size bins (bins=50)
Histogram with variable size bins (bins=[ 21. 22.5 33.5 49.5 50.5 ... 100.5 110.5 132. 178. 313. ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 70.04995728 | 259 | 17.7% | |
| 60 | 143 | 9.8% | |
| 70 | 70 | 4.8% | |
| 80 | 69 | 4.7% | |
| 50 | 57 | 3.9% | |
| 75 | 53 | 3.6% | |
| 65 | 44 | 3.0% | |
| 85 | 40 | 2.7% | |
| 78 | 25 | 1.7% | |
| 90 | 23 | 1.6% | |
| Other values (101) | 677 | 46.4% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 21 | 23 | 1.6% | |
| 24 | 19 | 1.3% | |
| 30 | 6 | 0.4% | |
| 32 | 5 | 0.3% | |
| 33 | 1 | 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 313 | 2 | 0.1% | |
| 182 | 1 | 0.1% | |
| 174 | 2 | 0.1% | |
| 168 | 1 | 0.1% | |
| 160 | 1 | 0.1% |
LotShape_IR2
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 | 41 |
| Value | Count | Frequency (%) | |
| 0 | 1419 | 97.2% | |
| 1 | 41 | 2.8% |
LotShape_IR3
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 | 10 |
| Value | Count | Frequency (%) | |
| 0 | 1450 | 99.3% | |
| 1 | 10 | 0.7% |
LotShape_Reg
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 1 | |
|---|---|
| 0 |
| Value | Count | Frequency (%) | |
| 1 | 925 | 63.4% | |
| 0 | 535 | 36.6% |
MasVnrArea
Numeric
| Distinct count | 328 |
|---|---|
| Unique (%) | 22.5% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 103.6852722 |
|---|---|
| Minimum | 0 |
| Maximum | 1600 |
| Zeros (%) | 59.0% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 164.25 |
| 95-th percentile | 456 |
| Maximum | 1600 |
| Range | 1600 |
| Interquartile range | 164.25 |
Descriptive statistics
| Standard deviation | 180.5695953 |
|---|---|
| Coef of variation | 1.741516336 |
| Kurtosis | 10.1543169 |
| Mean | 103.6852722 |
| MAD | 129.0711823 |
| Skewness | 2.676411867 |
| Sum | 151380.4844 |
| Variance | 32605.37695 |
| Memory size | 5.8 KiB |
Histogram with fixed size bins (bins=50)
Histogram with variable size bins (bins=[0.000e+00 5.000e-01 6.550e+01 1.835e+02 3.635e+02 4.805e+02 8.060e+02 1.600e+03], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 0 | 861 | 59.0% | |
| 103.6852646 | 8 | 0.5% | |
| 180 | 8 | 0.5% | |
| 72 | 8 | 0.5% | |
| 108 | 8 | 0.5% | |
| 16 | 7 | 0.5% | |
| 120 | 7 | 0.5% | |
| 80 | 6 | 0.4% | |
| 200 | 6 | 0.4% | |
| 106 | 6 | 0.4% | |
| Other values (318) | 535 | 36.6% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 861 | 59.0% | |
| 1 | 2 | 0.1% | |
| 11 | 1 | 0.1% | |
| 14 | 1 | 0.1% | |
| 16 | 7 | 0.5% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 1600 | 1 | 0.1% | |
| 1378 | 1 | 0.1% | |
| 1170 | 1 | 0.1% | |
| 1129 | 1 | 0.1% | |
| 1115 | 1 | 0.1% |
MasVnrType_BrkFace
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 |
| Value | Count | Frequency (%) | |
| 0 | 1015 | 69.5% | |
| 1 | 445 | 30.5% |
MasVnrType_None
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 1 | |
|---|---|
| 0 |
| Value | Count | Frequency (%) | |
| 1 | 864 | 59.2% | |
| 0 | 596 | 40.8% |
MasVnrType_Stone
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 | 128 |
| Value | Count | Frequency (%) | |
| 0 | 1332 | 91.2% | |
| 1 | 128 | 8.8% |
MiscVal
Numeric
| Distinct count | 21 |
|---|---|
| Unique (%) | 1.4% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.2334559262 |
|---|---|
| Minimum | 0 |
| Maximum | 9.648659706 |
| Zeros (%) | 96.4% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 9.648659706 |
| Range | 9.648659706 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 1.226016998 |
|---|---|
| Coef of variation | 5.251599385 |
| Kurtosis | 25.4385891 |
| Mean | 0.2334559262 |
| MAD | 0.4502852261 |
| Skewness | 5.170703888 |
| Sum | 340.8456421 |
| Variance | 1.503117561 |
| Memory size | 5.8 KiB |
Histogram with fixed size bins (bins=21)
Histogram with variable size bins (bins=[0. 2.00366664 5.92737389 6.61918449 9.64865971], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 0 | 1408 | 96.4% | |
| 5.993961334 | 11 | 0.8% | |
| 6.21660614 | 8 | 0.5% | |
| 6.552507877 | 5 | 0.3% | |
| 6.111467361 | 4 | 0.3% | |
| 7.601402283 | 4 | 0.3% | |
| 6.398594856 | 4 | 0.3% | |
| 6.175867081 | 2 | 0.1% | |
| 7.090909958 | 2 | 0.1% | |
| 7.244941711 | 1 | 0.1% | |
| Other values (11) | 11 | 0.8% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 1408 | 96.4% | |
| 4.007333279 | 1 | 0.1% | |
| 5.860786438 | 1 | 0.1% | |
| 5.993961334 | 11 | 0.8% | |
| 6.111467361 | 4 | 0.3% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 9.648659706 | 1 | 0.1% | |
| 9.024130821 | 1 | 0.1% | |
| 8.160803795 | 1 | 0.1% | |
| 7.824445724 | 1 | 0.1% | |
| 7.601402283 | 4 | 0.3% |
MoSold
Numeric
| Distinct count | 12 |
|---|---|
| Unique (%) | 0.8% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 6.321918011 |
|---|---|
| Minimum | 1 |
| Maximum | 12 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 5 |
| Median | 6 |
| Q3 | 8 |
| 95-th percentile | 11 |
| Maximum | 12 |
| Range | 11 |
| Interquartile range | 3 |
Descriptive statistics
| Standard deviation | 2.70362711 |
|---|---|
| Coef of variation | 0.4276593124 |
| Kurtosis | -0.4041094184 |
| Mean | 6.321918011 |
| MAD | 2.142524958 |
| Skewness | 0.2120527923 |
| Sum | 9230 |
| Variance | 7.309599876 |
| Memory size | 5.8 KiB |
Histogram with fixed size bins (bins=12)
Histogram with variable size bins (bins=[ 1. 1.5 2.5 4.5 7.5 8.5 11.5 12. ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 6 | 253 | 17.3% | |
| 7 | 234 | 16.0% | |
| 5 | 204 | 14.0% | |
| 4 | 141 | 9.7% | |
| 8 | 122 | 8.4% | |
| 3 | 106 | 7.3% | |
| 10 | 89 | 6.1% | |
| 11 | 79 | 5.4% | |
| 9 | 63 | 4.3% | |
| 12 | 59 | 4.0% | |
| Other values (2) | 110 | 7.5% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 1 | 58 | 4.0% | |
| 2 | 52 | 3.6% | |
| 3 | 106 | 7.3% | |
| 4 | 141 | 9.7% | |
| 5 | 204 | 14.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 12 | 59 | 4.0% | |
| 11 | 79 | 5.4% | |
| 10 | 89 | 6.1% | |
| 9 | 63 | 4.3% | |
| 8 | 122 | 8.4% |
MSSubClass
Numeric
| Distinct count | 15 |
|---|---|
| Unique (%) | 1.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 56.89725876 |
|---|---|
| Minimum | 20 |
| Maximum | 190 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 20 |
|---|---|
| 5-th percentile | 20 |
| Q1 | 20 |
| Median | 50 |
| Q3 | 70 |
| 95-th percentile | 160 |
| Maximum | 190 |
| Range | 170 |
| Interquartile range | 50 |
Descriptive statistics
| Standard deviation | 42.30067444 |
|---|---|
| Coef of variation | 0.7434571605 |
| Kurtosis | 1.580187917 |
| Mean | 56.89725876 |
| MAD | 31.28277206 |
| Skewness | 1.407656789 |
| Sum | 83070 |
| Variance | 1789.347168 |
| Memory size | 5.8 KiB |
Histogram with fixed size bins (bins=15)
Histogram with variable size bins (bins=[ 20. 25. 35. 42.5 47.5 ... 77.5 82.5 170. 185. 190. ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 20 | 536 | 36.7% | |
| 60 | 299 | 20.5% | |
| 50 | 144 | 9.9% | |
| 120 | 87 | 6.0% | |
| 30 | 69 | 4.7% | |
| 160 | 63 | 4.3% | |
| 70 | 60 | 4.1% | |
| 80 | 58 | 4.0% | |
| 90 | 52 | 3.6% | |
| 190 | 30 | 2.1% | |
| Other values (5) | 62 | 4.2% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 20 | 536 | 36.7% | |
| 30 | 69 | 4.7% | |
| 40 | 4 | 0.3% | |
| 45 | 12 | 0.8% | |
| 50 | 144 | 9.9% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 190 | 30 | 2.1% | |
| 180 | 10 | 0.7% | |
| 160 | 63 | 4.3% | |
| 120 | 87 | 6.0% | |
| 90 | 52 | 3.6% |
MSZoning_FV
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 | 65 |
| Value | Count | Frequency (%) | |
| 0 | 1395 | 95.5% | |
| 1 | 65 | 4.5% |
MSZoning_RH
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 | 16 |
| Value | Count | Frequency (%) | |
| 0 | 1444 | 98.9% | |
| 1 | 16 | 1.1% |
MSZoning_RL
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 1 | |
|---|---|
| 0 |
| Value | Count | Frequency (%) | |
| 1 | 1151 | 78.8% | |
| 0 | 309 | 21.2% |
MSZoning_RM
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 | 218 |
| Value | Count | Frequency (%) | |
| 0 | 1242 | 85.1% | |
| 1 | 218 | 14.9% |
Neighborhood_Blueste
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 | 2 |
| Value | Count | Frequency (%) | |
| 0 | 1458 | 99.9% | |
| 1 | 2 | 0.1% |
Neighborhood_BrDale
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 | 16 |
| Value | Count | Frequency (%) | |
| 0 | 1444 | 98.9% | |
| 1 | 16 | 1.1% |
Neighborhood_BrkSide
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 | 58 |
| Value | Count | Frequency (%) | |
| 0 | 1402 | 96.0% | |
| 1 | 58 | 4.0% |
Neighborhood_ClearCr
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 | 28 |
| Value | Count | Frequency (%) | |
| 0 | 1432 | 98.1% | |
| 1 | 28 | 1.9% |
Neighborhood_CollgCr
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 | 150 |
| Value | Count | Frequency (%) | |
| 0 | 1310 | 89.7% | |
| 1 | 150 | 10.3% |
Neighborhood_Crawfor
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 | 51 |
| Value | Count | Frequency (%) | |
| 0 | 1409 | 96.5% | |
| 1 | 51 | 3.5% |
Neighborhood_Edwards
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 | 100 |
| Value | Count | Frequency (%) | |
| 0 | 1360 | 93.2% | |
| 1 | 100 | 6.8% |
Neighborhood_Gilbert
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 | 79 |
| Value | Count | Frequency (%) | |
| 0 | 1381 | 94.6% | |
| 1 | 79 | 5.4% |
Neighborhood_IDOTRR
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 | 37 |
| Value | Count | Frequency (%) | |
| 0 | 1423 | 97.5% | |
| 1 | 37 | 2.5% |
Neighborhood_MeadowV
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 | 17 |
| Value | Count | Frequency (%) | |
| 0 | 1443 | 98.8% | |
| 1 | 17 | 1.2% |
Neighborhood_Mitchel
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 | 49 |
| Value | Count | Frequency (%) | |
| 0 | 1411 | 96.6% | |
| 1 | 49 | 3.4% |
Neighborhood_NAmes
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 | 225 |
| Value | Count | Frequency (%) | |
| 0 | 1235 | 84.6% | |
| 1 | 225 | 15.4% |
Neighborhood_NoRidge
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 | 41 |
| Value | Count | Frequency (%) | |
| 0 | 1419 | 97.2% | |
| 1 | 41 | 2.8% |
Neighborhood_NPkVill
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 | 9 |
| Value | Count | Frequency (%) | |
| 0 | 1451 | 99.4% | |
| 1 | 9 | 0.6% |
Neighborhood_NridgHt
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 | 77 |
| Value | Count | Frequency (%) | |
| 0 | 1383 | 94.7% | |
| 1 | 77 | 5.3% |
Neighborhood_NWAmes
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 | 73 |
| Value | Count | Frequency (%) | |
| 0 | 1387 | 95.0% | |
| 1 | 73 | 5.0% |
Neighborhood_OldTown
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 | 113 |
| Value | Count | Frequency (%) | |
| 0 | 1347 | 92.3% | |
| 1 | 113 | 7.7% |
Neighborhood_Sawyer
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 | 74 |
| Value | Count | Frequency (%) | |
| 0 | 1386 | 94.9% | |
| 1 | 74 | 5.1% |
Neighborhood_SawyerW
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 | 59 |
| Value | Count | Frequency (%) | |
| 0 | 1401 | 96.0% | |
| 1 | 59 | 4.0% |
Neighborhood_Somerst
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 | 86 |
| Value | Count | Frequency (%) | |
| 0 | 1374 | 94.1% | |
| 1 | 86 | 5.9% |
Neighborhood_StoneBr
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 | 25 |
| Value | Count | Frequency (%) | |
| 0 | 1435 | 98.3% | |
| 1 | 25 | 1.7% |
Neighborhood_SWISU
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 | 25 |
| Value | Count | Frequency (%) | |
| 0 | 1435 | 98.3% | |
| 1 | 25 | 1.7% |
Neighborhood_Timber
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 | 38 |
| Value | Count | Frequency (%) | |
| 0 | 1422 | 97.4% | |
| 1 | 38 | 2.6% |
Neighborhood_Veenker
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 | 11 |
| Value | Count | Frequency (%) | |
| 0 | 1449 | 99.2% | |
| 1 | 11 | 0.8% |
OpenPorchSF
Numeric
| Distinct count | 202 |
|---|---|
| Unique (%) | 13.8% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 46.66027451 |
|---|---|
| Minimum | 0 |
| Maximum | 547 |
| Zeros (%) | 44.9% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 25 |
| Q3 | 68 |
| 95-th percentile | 175.05 |
| Maximum | 547 |
| Range | 547 |
| Interquartile range | 68 |
Descriptive statistics
| Standard deviation | 66.25587463 |
|---|---|
| Coef of variation | 1.419963241 |
| Kurtosis | 8.490336418 |
| Mean | 46.66027451 |
| MAD | 47.67810822 |
| Skewness | 2.364341736 |
| Sum | 68124 |
| Variance | 4389.84082 |
| Memory size | 5.8 KiB |
Histogram with fixed size bins (bins=50)
Histogram with variable size bins (bins=[ 0. 2. 15.5 19. 47.5 ... 76.5 122.5 171. 291.5 547. ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 0 | 656 | 44.9% | |
| 36 | 29 | 2.0% | |
| 48 | 22 | 1.5% | |
| 20 | 21 | 1.4% | |
| 45 | 19 | 1.3% | |
| 40 | 19 | 1.3% | |
| 30 | 16 | 1.1% | |
| 24 | 16 | 1.1% | |
| 60 | 15 | 1.0% | |
| 28 | 14 | 1.0% | |
| Other values (192) | 633 | 43.4% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 656 | 44.9% | |
| 4 | 1 | 0.1% | |
| 8 | 1 | 0.1% | |
| 10 | 1 | 0.1% | |
| 11 | 1 | 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 547 | 1 | 0.1% | |
| 523 | 1 | 0.1% | |
| 502 | 1 | 0.1% | |
| 418 | 1 | 0.1% | |
| 406 | 1 | 0.1% |
OverallCond
Numeric
| Distinct count | 9 |
|---|---|
| Unique (%) | 0.6% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 5.575342655 |
|---|---|
| Minimum | 1 |
| Maximum | 9 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 4 |
| Q1 | 5 |
| Median | 5 |
| Q3 | 6 |
| 95-th percentile | 8 |
| Maximum | 9 |
| Range | 8 |
| Interquartile range | 1 |
Descriptive statistics
| Standard deviation | 1.112800956 |
|---|---|
| Coef of variation | 0.199593285 |
| Kurtosis | 1.106413007 |
| Mean | 5.575342655 |
| MAD | 0.8890189528 |
| Skewness | 0.6930669546 |
| Sum | 8140 |
| Variance | 1.238326073 |
| Memory size | 5.8 KiB |
Histogram with fixed size bins (bins=9)
Histogram with variable size bins (bins=[1. 2.5 3.5 4.5 5.5 7.5 9. ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 5 | 821 | 56.2% | |
| 6 | 252 | 17.3% | |
| 7 | 205 | 14.0% | |
| 8 | 72 | 4.9% | |
| 4 | 57 | 3.9% | |
| 3 | 25 | 1.7% | |
| 9 | 22 | 1.5% | |
| 2 | 5 | 0.3% | |
| 1 | 1 | 0.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 1 | 1 | 0.1% | |
| 2 | 5 | 0.3% | |
| 3 | 25 | 1.7% | |
| 4 | 57 | 3.9% | |
| 5 | 821 | 56.2% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 9 | 22 | 1.5% | |
| 8 | 72 | 4.9% | |
| 7 | 205 | 14.0% | |
| 6 | 252 | 17.3% | |
| 5 | 821 | 56.2% |
OverallQual
Numeric
| Distinct count | 10 |
|---|---|
| Unique (%) | 0.7% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 6.099315166 |
|---|---|
| Minimum | 1 |
| Maximum | 10 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 4 |
| Q1 | 5 |
| Median | 6 |
| Q3 | 7 |
| 95-th percentile | 8 |
| Maximum | 10 |
| Range | 9 |
| Interquartile range | 2 |
Descriptive statistics
| Standard deviation | 1.382996202 |
|---|---|
| Coef of variation | 0.2267461451 |
| Kurtosis | 0.09629276395 |
| Mean | 6.099315166 |
| MAD | 1.098052025 |
| Skewness | 0.2169437408 |
| Sum | 8905 |
| Variance | 1.912678599 |
| Memory size | 5.8 KiB |
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[ 1. 2.5 3.5 4.5 6.5 7.5 8.5 10. ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 5 | 397 | 27.2% | |
| 6 | 374 | 25.6% | |
| 7 | 319 | 21.8% | |
| 8 | 168 | 11.5% | |
| 4 | 116 | 7.9% | |
| 9 | 43 | 2.9% | |
| 3 | 20 | 1.4% | |
| 10 | 18 | 1.2% | |
| 2 | 3 | 0.2% | |
| 1 | 2 | 0.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 1 | 2 | 0.1% | |
| 2 | 3 | 0.2% | |
| 3 | 20 | 1.4% | |
| 4 | 116 | 7.9% | |
| 5 | 397 | 27.2% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 10 | 18 | 1.2% | |
| 9 | 43 | 2.9% | |
| 8 | 168 | 11.5% | |
| 7 | 319 | 21.8% | |
| 6 | 374 | 25.6% |
PavedDrive_P
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 | 30 |
| Value | Count | Frequency (%) | |
| 0 | 1430 | 97.9% | |
| 1 | 30 | 2.1% |
PavedDrive_Y
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 1 | |
|---|---|
| 0 | 120 |
| Value | Count | Frequency (%) | |
| 1 | 1340 | 91.8% | |
| 0 | 120 | 8.2% |
RoofMatl_CompShg
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 1 | |
|---|---|
| 0 | 26 |
| Value | Count | Frequency (%) | |
| 1 | 1434 | 98.2% | |
| 0 | 26 | 1.8% |
RoofMatl_Membran
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 | 1 |
| Value | Count | Frequency (%) | |
| 0 | 1459 | 99.9% | |
| 1 | 1 | 0.1% |
RoofMatl_Metal
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 | 1 |
| Value | Count | Frequency (%) | |
| 0 | 1459 | 99.9% | |
| 1 | 1 | 0.1% |
RoofMatl_Roll
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 | 1 |
| Value | Count | Frequency (%) | |
| 0 | 1459 | 99.9% | |
| 1 | 1 | 0.1% |
RoofMatl_Tar&Grv
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 | 11 |
| Value | Count | Frequency (%) | |
| 0 | 1449 | 99.2% | |
| 1 | 11 | 0.8% |
RoofMatl_WdShake
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 | 5 |
| Value | Count | Frequency (%) | |
| 0 | 1455 | 99.7% | |
| 1 | 5 | 0.3% |
RoofMatl_WdShngl
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 | 6 |
| Value | Count | Frequency (%) | |
| 0 | 1454 | 99.6% | |
| 1 | 6 | 0.4% |
RoofStyle_Gable
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 1 | |
|---|---|
| 0 |
| Value | Count | Frequency (%) | |
| 1 | 1141 | 78.2% | |
| 0 | 319 | 21.8% |
RoofStyle_Gambrel
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 | 11 |
| Value | Count | Frequency (%) | |
| 0 | 1449 | 99.2% | |
| 1 | 11 | 0.8% |
RoofStyle_Hip
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 |
| Value | Count | Frequency (%) | |
| 0 | 1174 | 80.4% | |
| 1 | 286 | 19.6% |
RoofStyle_Mansard
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 | 7 |
| Value | Count | Frequency (%) | |
| 0 | 1453 | 99.5% | |
| 1 | 7 | 0.5% |
RoofStyle_Shed
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 | 2 |
| Value | Count | Frequency (%) | |
| 0 | 1458 | 99.9% | |
| 1 | 2 | 0.1% |
SaleCondition_AdjLand
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 | 4 |
| Value | Count | Frequency (%) | |
| 0 | 1456 | 99.7% | |
| 1 | 4 | 0.3% |
SaleCondition_Alloca
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 | 12 |
| Value | Count | Frequency (%) | |
| 0 | 1448 | 99.2% | |
| 1 | 12 | 0.8% |
SaleCondition_Family
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 | 20 |
| Value | Count | Frequency (%) | |
| 0 | 1440 | 98.6% | |
| 1 | 20 | 1.4% |
SaleCondition_Normal
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 1 | |
|---|---|
| 0 |
| Value | Count | Frequency (%) | |
| 1 | 1198 | 82.1% | |
| 0 | 262 | 17.9% |
SaleCondition_Partial
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 | 125 |
| Value | Count | Frequency (%) | |
| 0 | 1335 | 91.4% | |
| 1 | 125 | 8.6% |
SalePrice
Numeric
| Distinct count | 663 |
|---|---|
| Unique (%) | 45.4% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 180921.1562 |
|---|---|
| Minimum | 34900 |
| Maximum | 755000 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 34900 |
|---|---|
| 5-th percentile | 88000 |
| Q1 | 129975 |
| Median | 163000 |
| Q3 | 214000 |
| 95-th percentile | 326100 |
| Maximum | 755000 |
| Range | 720100 |
| Interquartile range | 84025 |
Descriptive statistics
| Standard deviation | 79442.5 |
|---|---|
| Coef of variation | 0.4391001122 |
| Kurtosis | 6.536282063 |
| Mean | 180921.1562 |
| MAD | 57434.69141 |
| Skewness | 1.882875562 |
| Sum | 264144944 |
| Variance | 6311110656 |
| Memory size | 5.8 KiB |
Histogram with fixed size bins (bins=50)
Histogram with variable size bins (bins=[ 34900. 78500. 104950. 134950. 135250. ... 240500. 280500. 340500. 443130.5 755000. ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 140000 | 20 | 1.4% | |
| 135000 | 17 | 1.2% | |
| 155000 | 14 | 1.0% | |
| 145000 | 14 | 1.0% | |
| 190000 | 13 | 0.9% | |
| 110000 | 13 | 0.9% | |
| 160000 | 12 | 0.8% | |
| 115000 | 12 | 0.8% | |
| 139000 | 11 | 0.8% | |
| 130000 | 11 | 0.8% | |
| Other values (653) | 1323 | 90.6% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 34900 | 1 | 0.1% | |
| 35311 | 1 | 0.1% | |
| 37900 | 1 | 0.1% | |
| 39300 | 1 | 0.1% | |
| 40000 | 1 | 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 755000 | 1 | 0.1% | |
| 745000 | 1 | 0.1% | |
| 625000 | 1 | 0.1% | |
| 611657 | 1 | 0.1% | |
| 582933 | 1 | 0.1% |
SaleType_Con
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 | 2 |
| Value | Count | Frequency (%) | |
| 0 | 1458 | 99.9% | |
| 1 | 2 | 0.1% |
SaleType_ConLD
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 | 9 |
| Value | Count | Frequency (%) | |
| 0 | 1451 | 99.4% | |
| 1 | 9 | 0.6% |
SaleType_ConLI
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 | 5 |
| Value | Count | Frequency (%) | |
| 0 | 1455 | 99.7% | |
| 1 | 5 | 0.3% |
SaleType_ConLw
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 | 5 |
| Value | Count | Frequency (%) | |
| 0 | 1455 | 99.7% | |
| 1 | 5 | 0.3% |
SaleType_CWD
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 | 4 |
| Value | Count | Frequency (%) | |
| 0 | 1456 | 99.7% | |
| 1 | 4 | 0.3% |
SaleType_Oth
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 | 3 |
| Value | Count | Frequency (%) | |
| 0 | 1457 | 99.8% | |
| 1 | 3 | 0.2% |
SaleType_WD
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 1 | |
|---|---|
| 0 | 193 |
| Value | Count | Frequency (%) | |
| 1 | 1267 | 86.8% | |
| 0 | 193 | 13.2% |
Street_Pave
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 1 | |
|---|---|
| 0 | 6 |
| Value | Count | Frequency (%) | |
| 1 | 1454 | 99.6% | |
| 0 | 6 | 0.4% |
TotalBsmtSF
Numeric
| Distinct count | 721 |
|---|---|
| Unique (%) | 49.4% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 1057.429443 |
|---|---|
| Minimum | 0 |
| Maximum | 6110 |
| Zeros (%) | 2.5% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 519.3 |
| Q1 | 795.75 |
| Median | 991.5 |
| Q3 | 1298.25 |
| 95-th percentile | 1753 |
| Maximum | 6110 |
| Range | 6110 |
| Interquartile range | 502.5 |
Descriptive statistics
| Standard deviation | 438.7053833 |
|---|---|
| Coef of variation | 0.4148791071 |
| Kurtosis | 13.25048065 |
| Mean | 1057.429443 |
| MAD | 321.284729 |
| Skewness | 1.524254441 |
| Sum | 1543847 |
| Variance | 192462.4062 |
| Memory size | 5.8 KiB |
Histogram with fixed size bins (bins=50)
Histogram with variable size bins (bins=[ 0. 52.5 366. 482.5 484. ... 1503. 1738. 2155.5 3203. 6110. ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 0 | 37 | 2.5% | |
| 864 | 35 | 2.4% | |
| 672 | 17 | 1.2% | |
| 912 | 15 | 1.0% | |
| 1040 | 14 | 1.0% | |
| 816 | 13 | 0.9% | |
| 768 | 12 | 0.8% | |
| 728 | 12 | 0.8% | |
| 894 | 11 | 0.8% | |
| 780 | 11 | 0.8% | |
| Other values (711) | 1283 | 87.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 37 | 2.5% | |
| 105 | 1 | 0.1% | |
| 190 | 1 | 0.1% | |
| 264 | 3 | 0.2% | |
| 270 | 1 | 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 6110 | 1 | 0.1% | |
| 3206 | 1 | 0.1% | |
| 3200 | 1 | 0.1% | |
| 3138 | 1 | 0.1% | |
| 3094 | 1 | 0.1% |
TotRmsAbvGrd
Numeric
| Distinct count | 12 |
|---|---|
| Unique (%) | 0.8% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 6.517808437 |
|---|---|
| Minimum | 2 |
| Maximum | 14 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 2 |
|---|---|
| 5-th percentile | 4 |
| Q1 | 5 |
| Median | 6 |
| Q3 | 7 |
| 95-th percentile | 10 |
| Maximum | 14 |
| Range | 12 |
| Interquartile range | 2 |
Descriptive statistics
| Standard deviation | 1.625385642 |
|---|---|
| Coef of variation | 0.249376099 |
| Kurtosis | 0.8807613254 |
| Mean | 6.517808437 |
| MAD | 1.279595613 |
| Skewness | 0.6763404608 |
| Sum | 9516 |
| Variance | 2.641878605 |
| Memory size | 5.8 KiB |
Histogram with fixed size bins (bins=12)
Histogram with variable size bins (bins=[ 2. 2.5 3.5 4.5 5.5 7.5 8.5 10.5 13. 14. ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 6 | 402 | 27.5% | |
| 7 | 329 | 22.5% | |
| 5 | 275 | 18.8% | |
| 8 | 187 | 12.8% | |
| 4 | 97 | 6.6% | |
| 9 | 75 | 5.1% | |
| 10 | 47 | 3.2% | |
| 11 | 18 | 1.2% | |
| 3 | 17 | 1.2% | |
| 12 | 11 | 0.8% | |
| Other values (2) | 2 | 0.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 2 | 1 | 0.1% | |
| 3 | 17 | 1.2% | |
| 4 | 97 | 6.6% | |
| 5 | 275 | 18.8% | |
| 6 | 402 | 27.5% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 14 | 1 | 0.1% | |
| 12 | 11 | 0.8% | |
| 11 | 18 | 1.2% | |
| 10 | 47 | 3.2% | |
| 9 | 75 | 5.1% |
Utilities_NoSeWa
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 | 1 |
| Value | Count | Frequency (%) | |
| 0 | 1459 | 99.9% | |
| 1 | 1 | 0.1% |
WoodDeckSF
Numeric
| Distinct count | 274 |
|---|---|
| Unique (%) | 18.8% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 94.24452209 |
|---|---|
| Minimum | 0 |
| Maximum | 857 |
| Zeros (%) | 52.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 168 |
| 95-th percentile | 335 |
| Maximum | 857 |
| Range | 857 |
| Interquartile range | 168 |
Descriptive statistics
| Standard deviation | 125.3387909 |
|---|---|
| Coef of variation | 1.329931842 |
| Kurtosis | 2.992951155 |
| Mean | 94.24452209 |
| MAD | 101.9958191 |
| Skewness | 1.541375756 |
| Sum | 137597 |
| Variance | 15709.8125 |
| Memory size | 5.8 KiB |
Histogram with fixed size bins (bins=50)
Histogram with variable size bins (bins=[ 0. 6. 25. 99. 101.5 ... 239.5 240.5 370.5 518. 857. ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 0 | 761 | 52.1% | |
| 192 | 38 | 2.6% | |
| 100 | 36 | 2.5% | |
| 144 | 33 | 2.3% | |
| 120 | 31 | 2.1% | |
| 168 | 28 | 1.9% | |
| 140 | 15 | 1.0% | |
| 224 | 14 | 1.0% | |
| 208 | 10 | 0.7% | |
| 240 | 10 | 0.7% | |
| Other values (264) | 484 | 33.2% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 761 | 52.1% | |
| 12 | 2 | 0.1% | |
| 24 | 2 | 0.1% | |
| 26 | 2 | 0.1% | |
| 28 | 2 | 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 857 | 1 | 0.1% | |
| 736 | 1 | 0.1% | |
| 728 | 1 | 0.1% | |
| 670 | 1 | 0.1% | |
| 668 | 1 | 0.1% |
YearBuilt
Numeric
| Distinct count | 112 |
|---|---|
| Unique (%) | 7.7% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 1971.267822 |
|---|---|
| Minimum | 1872 |
| Maximum | 2010 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 1872 |
|---|---|
| 5-th percentile | 1916 |
| Q1 | 1954 |
| Median | 1973 |
| Q3 | 2000 |
| 95-th percentile | 2007 |
| Maximum | 2010 |
| Range | 138 |
| Interquartile range | 46 |
Descriptive statistics
| Standard deviation | 30.2029171 |
|---|---|
| Coef of variation | 0.01532156958 |
| Kurtosis | -0.4395507872 |
| Mean | 1971.267822 |
| MAD | 25.06722832 |
| Skewness | -0.6134625673 |
| Sum | 2878051 |
| Variance | 912.2161865 |
| Memory size | 5.8 KiB |
Histogram with fixed size bins (bins=50)
Histogram with variable size bins (bins=[1872. 1909. 1919.5 1920.5 1939.5 ... 1991.5 2002.5 2007.5 2009.5 2010. ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 2006 | 67 | 4.6% | |
| 2005 | 64 | 4.4% | |
| 2004 | 54 | 3.7% | |
| 2007 | 49 | 3.4% | |
| 2003 | 45 | 3.1% | |
| 1976 | 33 | 2.3% | |
| 1977 | 32 | 2.2% | |
| 1920 | 30 | 2.1% | |
| 1959 | 26 | 1.8% | |
| 1999 | 25 | 1.7% | |
| Other values (102) | 1035 | 70.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 1872 | 1 | 0.1% | |
| 1875 | 1 | 0.1% | |
| 1880 | 4 | 0.3% | |
| 1882 | 1 | 0.1% | |
| 1885 | 2 | 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 2010 | 1 | 0.1% | |
| 2009 | 18 | 1.2% | |
| 2008 | 23 | 1.6% | |
| 2007 | 49 | 3.4% | |
| 2006 | 67 | 4.6% |
YearRemodAdd
Numeric
| Distinct count | 61 |
|---|---|
| Unique (%) | 4.2% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 1984.865723 |
|---|---|
| Minimum | 1950 |
| Maximum | 2010 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 1950 |
|---|---|
| 5-th percentile | 1950 |
| Q1 | 1967 |
| Median | 1994 |
| Q3 | 2004 |
| 95-th percentile | 2007 |
| Maximum | 2010 |
| Range | 60 |
| Interquartile range | 37 |
Descriptive statistics
| Standard deviation | 20.64542961 |
|---|---|
| Coef of variation | 0.01040142382 |
| Kurtosis | -1.272248149 |
| Mean | 1984.865723 |
| MAD | 18.62320518 |
| Skewness | -0.5035575032 |
| Sum | 2897904 |
| Variance | 426.2337341 |
| Memory size | 5.8 KiB |
Histogram with fixed size bins (bins=50)
Histogram with variable size bins (bins=[1950. 1950.5 1952.5 1975.5 1978.5 ... 1994.5 2001.5 2004.5 2007.5 2010. ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 1950 | 178 | 12.2% | |
| 2006 | 97 | 6.6% | |
| 2007 | 76 | 5.2% | |
| 2005 | 73 | 5.0% | |
| 2004 | 62 | 4.2% | |
| 2000 | 55 | 3.8% | |
| 2003 | 51 | 3.5% | |
| 2002 | 48 | 3.3% | |
| 2008 | 40 | 2.7% | |
| 1996 | 36 | 2.5% | |
| Other values (51) | 744 | 51.0% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 1950 | 178 | 12.2% | |
| 1951 | 4 | 0.3% | |
| 1952 | 5 | 0.3% | |
| 1953 | 10 | 0.7% | |
| 1954 | 14 | 1.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 2010 | 6 | 0.4% | |
| 2009 | 23 | 1.6% | |
| 2008 | 40 | 2.7% | |
| 2007 | 76 | 5.2% | |
| 2006 | 97 | 6.6% |
YrSold
Numeric
| Distinct count | 5 |
|---|---|
| Unique (%) | 0.3% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 2007.815796 |
|---|---|
| Minimum | 2006 |
| Maximum | 2010 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 2006 |
|---|---|
| 5-th percentile | 2006 |
| Q1 | 2007 |
| Median | 2008 |
| Q3 | 2009 |
| 95-th percentile | 2010 |
| Maximum | 2010 |
| Range | 4 |
| Interquartile range | 2 |
Descriptive statistics
| Standard deviation | 1.328096628 |
|---|---|
| Coef of variation | 0.0006614633827 |
| Kurtosis | -1.190612912 |
| Mean | 2007.815796 |
| MAD | 1.148665428 |
| Skewness | 0.09617242217 |
| Sum | 2931411 |
| Variance | 1.763840675 |
| Memory size | 5.8 KiB |
Histogram with fixed size bins (bins=5)
Histogram with variable size bins (bins=[2006. 2006.5 2010. ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 2009 | 338 | 23.2% | |
| 2007 | 329 | 22.5% | |
| 2006 | 314 | 21.5% | |
| 2008 | 304 | 20.8% | |
| 2010 | 175 | 12.0% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 2006 | 314 | 21.5% | |
| 2007 | 329 | 22.5% | |
| 2008 | 304 | 20.8% | |
| 2009 | 338 | 23.2% | |
| 2010 | 175 | 12.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 2010 | 175 | 12.0% | |
| 2009 | 338 | 23.2% | |
| 2008 | 304 | 20.8% | |
| 2007 | 329 | 22.5% | |
| 2006 | 314 | 21.5% |
First rows
| 1stFlrSF | 2ndFlrSF | BedroomAbvGr | BldgType_2fmCon | BldgType_Duplex | BldgType_Twnhs | BldgType_TwnhsE | BsmtCond_Gd | BsmtCond_Po | BsmtCond_TA | BsmtExposure_Gd | BsmtExposure_Mn | BsmtExposure_No | BsmtFinSF1 | BsmtFinType1_BLQ | BsmtFinType1_GLQ | BsmtFinType1_LwQ | BsmtFinType1_Rec | BsmtFinType1_Unf | BsmtFinType2_BLQ | BsmtFinType2_GLQ | BsmtFinType2_LwQ | BsmtFinType2_Rec | BsmtFinType2_Unf | BsmtFullBath | BsmtHalfBath | BsmtQual_Fa | BsmtQual_Gd | BsmtQual_TA | BsmtUnfSF | CentralAir_Y | Condition1_Feedr | Condition1_Norm | Condition1_PosA | Condition1_PosN | Condition1_RRAe | Condition1_RRAn | Condition1_RRNe | Condition1_RRNn | Condition2_Feedr | Condition2_Norm | Condition2_PosA | Condition2_PosN | Condition2_RRAe | Condition2_RRAn | Condition2_RRNn | Electrical_FuseF | Electrical_FuseP | Electrical_Mix | Electrical_SBrkr | ExterCond_Fa | ExterCond_Gd | ExterCond_Po | ExterCond_TA | Exterior1st_AsphShn | Exterior1st_BrkComm | Exterior1st_BrkFace | Exterior1st_CBlock | Exterior1st_CemntBd | Exterior1st_HdBoard | Exterior1st_ImStucc | Exterior1st_MetalSd | Exterior1st_Plywood | Exterior1st_Stone | Exterior1st_Stucco | Exterior1st_VinylSd | Exterior1st_Wd_Sdng | Exterior1st_WdShing | Exterior2nd_AsphShn | Exterior2nd_Brk_Cmn | Exterior2nd_BrkFace | Exterior2nd_HdBoard | Exterior2nd_ImStucc | Exterior2nd_Other | Exterior2nd_Plywood | Exterior2nd_Stone | Exterior2nd_Stucco | Exterior2nd_Wd_Sdng | Exterior2nd_Wd_Shng | ExterQual_Fa | ExterQual_Gd | ExterQual_TA | Fireplaces | Foundation_CBlock | Foundation_PConc | Foundation_Slab | Foundation_Stone | Foundation_Wood | FullBath | Functional_Maj2 | Functional_Min1 | Functional_Min2 | Functional_Mod | Functional_Sev | Functional_Typ | GarageArea | GarageCars | GarageCond_Fa | GarageCond_Gd | GarageCond_Po | GarageCond_TA | GarageFinish_RFn | GarageFinish_Unf | GarageQual_Fa | GarageQual_Gd | GarageQual_Po | GarageQual_TA | GarageType_Attchd | GarageType_Basment | GarageType_BuiltIn | GarageType_CarPort | GarageType_Detchd | GarageYrBlt | GrLivArea | HalfBath | Heating_GasA | Heating_GasW | Heating_Grav | Heating_OthW | Heating_Wall | HeatingQC_Fa | HeatingQC_Gd | HeatingQC_Po | HeatingQC_TA | HouseStyle_1.5Unf | HouseStyle_1Story | HouseStyle_2.5Fin | HouseStyle_2.5Unf | HouseStyle_2Story | HouseStyle_SFoyer | HouseStyle_SLvl | Id | KitchenAbvGr | KitchenQual_Fa | KitchenQual_Gd | KitchenQual_TA | LandContour_HLS | LandContour_Low | LandContour_Lvl | LandSlope_Mod | LandSlope_Sev | LotArea | LotConfig_CulDSac | LotConfig_FR2 | LotConfig_FR3 | LotConfig_Inside | LotFrontage | LotShape_IR2 | LotShape_IR3 | LotShape_Reg | MasVnrArea | MasVnrType_BrkFace | MasVnrType_None | MasVnrType_Stone | MiscVal | MoSold | MSSubClass | MSZoning_FV | MSZoning_RH | MSZoning_RL | MSZoning_RM | Neighborhood_Blueste | Neighborhood_BrDale | Neighborhood_BrkSide | Neighborhood_ClearCr | Neighborhood_CollgCr | Neighborhood_Crawfor | Neighborhood_Edwards | Neighborhood_Gilbert | Neighborhood_IDOTRR | Neighborhood_MeadowV | Neighborhood_Mitchel | Neighborhood_NAmes | Neighborhood_NoRidge | Neighborhood_NPkVill | Neighborhood_NridgHt | Neighborhood_NWAmes | Neighborhood_OldTown | Neighborhood_Sawyer | Neighborhood_SawyerW | Neighborhood_Somerst | Neighborhood_StoneBr | Neighborhood_SWISU | Neighborhood_Timber | Neighborhood_Veenker | OpenPorchSF | OverallCond | OverallQual | PavedDrive_P | PavedDrive_Y | RoofMatl_CompShg | RoofMatl_Membran | RoofMatl_Metal | RoofMatl_Roll | RoofMatl_Tar&Grv | RoofMatl_WdShake | RoofMatl_WdShngl | RoofStyle_Gable | RoofStyle_Gambrel | RoofStyle_Hip | RoofStyle_Mansard | RoofStyle_Shed | SaleCondition_AdjLand | SaleCondition_Alloca | SaleCondition_Family | SaleCondition_Normal | SaleCondition_Partial | SalePrice | SaleType_Con | SaleType_ConLD | SaleType_ConLI | SaleType_ConLw | SaleType_CWD | SaleType_Oth | SaleType_WD | Street_Pave | TotalBsmtSF | TotRmsAbvGrd | Utilities_NoSeWa | WoodDeckSF | YearBuilt | YearRemodAdd | YrSold | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 856.0 | 854.0 | 3.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 1.0 | 706.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 1.0 | 0.0 | 0.0 | 1.0 | 0.0 | 150.0 | 1.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 2.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 548.0 | 2.0 | 0.0 | 0.0 | 0.0 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 2003.0 | 1710.0 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 1.0 | 1.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 8450.0 | 0.0 | 0.0 | 0.0 | 1.0 | 65.000000 | 0.0 | 0.0 | 1.0 | 196.0 | 1.0 | 0.0 | 0.0 | 0.000000 | 2.0 | 60.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 61.0 | 5.0 | 7.0 | 0.0 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 208500.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 1.0 | 856.0 | 8.0 | 0.0 | 0.0 | 2003.0 | 2003.0 | 2008.0 |
| 1 | 1262.0 | 0.0 | 3.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 1.0 | 0.0 | 0.0 | 978.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 1.0 | 0.0 | 1.0 | 0.0 | 284.0 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 2.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 460.0 | 2.0 | 0.0 | 0.0 | 0.0 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1976.0 | 1262.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 2.0 | 1.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 9600.0 | 0.0 | 1.0 | 0.0 | 0.0 | 80.000000 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.000000 | 5.0 | 20.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 8.0 | 6.0 | 0.0 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 181500.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 1.0 | 1262.0 | 6.0 | 0.0 | 298.0 | 1976.0 | 1976.0 | 2007.0 |
| 2 | 920.0 | 866.0 | 3.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 1.0 | 0.0 | 486.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 1.0 | 0.0 | 0.0 | 1.0 | 0.0 | 434.0 | 1.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 1.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 2.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 608.0 | 2.0 | 0.0 | 0.0 | 0.0 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 2001.0 | 1786.0 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 3.0 | 1.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 11250.0 | 0.0 | 0.0 | 0.0 | 1.0 | 68.000000 | 0.0 | 0.0 | 0.0 | 162.0 | 1.0 | 0.0 | 0.0 | 0.000000 | 9.0 | 60.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 42.0 | 5.0 | 7.0 | 0.0 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 223500.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 1.0 | 920.0 | 6.0 | 0.0 | 0.0 | 2001.0 | 2002.0 | 2008.0 |
| 3 | 961.0 | 756.0 | 3.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 216.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 1.0 | 540.0 | 1.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 642.0 | 3.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 1998.0 | 1717.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 4.0 | 1.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 9550.0 | 0.0 | 0.0 | 0.0 | 0.0 | 60.000000 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.000000 | 2.0 | 70.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 35.0 | 5.0 | 7.0 | 0.0 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 140000.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 1.0 | 756.0 | 7.0 | 0.0 | 0.0 | 1915.0 | 1970.0 | 2006.0 |
| 4 | 1145.0 | 1053.0 | 4.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 655.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 1.0 | 0.0 | 0.0 | 1.0 | 0.0 | 490.0 | 1.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 1.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 2.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 836.0 | 3.0 | 0.0 | 0.0 | 0.0 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 2000.0 | 2198.0 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 5.0 | 1.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 14260.0 | 0.0 | 1.0 | 0.0 | 0.0 | 84.000000 | 0.0 | 0.0 | 0.0 | 350.0 | 1.0 | 0.0 | 0.0 | 0.000000 | 12.0 | 60.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 84.0 | 5.0 | 8.0 | 0.0 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 250000.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 1.0 | 1145.0 | 9.0 | 0.0 | 192.0 | 2000.0 | 2000.0 | 2008.0 |
| 5 | 796.0 | 566.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 1.0 | 732.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 1.0 | 0.0 | 0.0 | 1.0 | 0.0 | 64.0 | 1.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 480.0 | 2.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1993.0 | 1362.0 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 6.0 | 1.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 14115.0 | 0.0 | 0.0 | 0.0 | 1.0 | 85.000000 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 6.552508 | 10.0 | 50.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 30.0 | 5.0 | 5.0 | 0.0 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 143000.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 1.0 | 796.0 | 5.0 | 0.0 | 40.0 | 1993.0 | 1995.0 | 2009.0 |
| 6 | 1694.0 | 0.0 | 3.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 1369.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 317.0 | 1.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 1.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 2.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 636.0 | 2.0 | 0.0 | 0.0 | 0.0 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 2004.0 | 1694.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 7.0 | 1.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 10084.0 | 0.0 | 0.0 | 0.0 | 1.0 | 75.000000 | 0.0 | 0.0 | 1.0 | 186.0 | 0.0 | 0.0 | 1.0 | 0.000000 | 8.0 | 20.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 57.0 | 5.0 | 8.0 | 0.0 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 307000.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 1.0 | 1686.0 | 7.0 | 0.0 | 255.0 | 2004.0 | 2005.0 | 2007.0 |
| 7 | 1107.0 | 983.0 | 3.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 1.0 | 0.0 | 859.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 1.0 | 0.0 | 216.0 | 1.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 2.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 2.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 484.0 | 2.0 | 0.0 | 0.0 | 0.0 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1973.0 | 2090.0 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 8.0 | 1.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 10382.0 | 0.0 | 0.0 | 0.0 | 0.0 | 70.049957 | 0.0 | 0.0 | 0.0 | 240.0 | 0.0 | 0.0 | 1.0 | 5.860786 | 11.0 | 60.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 204.0 | 6.0 | 7.0 | 0.0 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 200000.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 1.0 | 1107.0 | 7.0 | 0.0 | 235.0 | 1973.0 | 1973.0 | 2009.0 |
| 8 | 1022.0 | 752.0 | 2.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 952.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 1.0 | 2.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 2.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 468.0 | 2.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 1931.0 | 1774.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 9.0 | 2.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 6120.0 | 0.0 | 0.0 | 0.0 | 1.0 | 51.000000 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.000000 | 4.0 | 50.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 5.0 | 7.0 | 0.0 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 129900.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 1.0 | 952.0 | 8.0 | 0.0 | 90.0 | 1931.0 | 1950.0 | 2008.0 |
| 9 | 1077.0 | 0.0 | 2.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 1.0 | 851.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 1.0 | 140.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 2.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 205.0 | 1.0 | 0.0 | 0.0 | 0.0 | 1.0 | 1.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1939.0 | 1077.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 10.0 | 2.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 7420.0 | 0.0 | 0.0 | 0.0 | 0.0 | 50.000000 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.000000 | 1.0 | 190.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 4.0 | 6.0 | 5.0 | 0.0 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 118000.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 1.0 | 991.0 | 5.0 | 0.0 | 0.0 | 1939.0 | 1950.0 | 2008.0 |
Last rows
| 1stFlrSF | 2ndFlrSF | BedroomAbvGr | BldgType_2fmCon | BldgType_Duplex | BldgType_Twnhs | BldgType_TwnhsE | BsmtCond_Gd | BsmtCond_Po | BsmtCond_TA | BsmtExposure_Gd | BsmtExposure_Mn | BsmtExposure_No | BsmtFinSF1 | BsmtFinType1_BLQ | BsmtFinType1_GLQ | BsmtFinType1_LwQ | BsmtFinType1_Rec | BsmtFinType1_Unf | BsmtFinType2_BLQ | BsmtFinType2_GLQ | BsmtFinType2_LwQ | BsmtFinType2_Rec | BsmtFinType2_Unf | BsmtFullBath | BsmtHalfBath | BsmtQual_Fa | BsmtQual_Gd | BsmtQual_TA | BsmtUnfSF | CentralAir_Y | Condition1_Feedr | Condition1_Norm | Condition1_PosA | Condition1_PosN | Condition1_RRAe | Condition1_RRAn | Condition1_RRNe | Condition1_RRNn | Condition2_Feedr | Condition2_Norm | Condition2_PosA | Condition2_PosN | Condition2_RRAe | Condition2_RRAn | Condition2_RRNn | Electrical_FuseF | Electrical_FuseP | Electrical_Mix | Electrical_SBrkr | ExterCond_Fa | ExterCond_Gd | ExterCond_Po | ExterCond_TA | Exterior1st_AsphShn | Exterior1st_BrkComm | Exterior1st_BrkFace | Exterior1st_CBlock | Exterior1st_CemntBd | Exterior1st_HdBoard | Exterior1st_ImStucc | Exterior1st_MetalSd | Exterior1st_Plywood | Exterior1st_Stone | Exterior1st_Stucco | Exterior1st_VinylSd | Exterior1st_Wd_Sdng | Exterior1st_WdShing | Exterior2nd_AsphShn | Exterior2nd_Brk_Cmn | Exterior2nd_BrkFace | Exterior2nd_HdBoard | Exterior2nd_ImStucc | Exterior2nd_Other | Exterior2nd_Plywood | Exterior2nd_Stone | Exterior2nd_Stucco | Exterior2nd_Wd_Sdng | Exterior2nd_Wd_Shng | ExterQual_Fa | ExterQual_Gd | ExterQual_TA | Fireplaces | Foundation_CBlock | Foundation_PConc | Foundation_Slab | Foundation_Stone | Foundation_Wood | FullBath | Functional_Maj2 | Functional_Min1 | Functional_Min2 | Functional_Mod | Functional_Sev | Functional_Typ | GarageArea | GarageCars | GarageCond_Fa | GarageCond_Gd | GarageCond_Po | GarageCond_TA | GarageFinish_RFn | GarageFinish_Unf | GarageQual_Fa | GarageQual_Gd | GarageQual_Po | GarageQual_TA | GarageType_Attchd | GarageType_Basment | GarageType_BuiltIn | GarageType_CarPort | GarageType_Detchd | GarageYrBlt | GrLivArea | HalfBath | Heating_GasA | Heating_GasW | Heating_Grav | Heating_OthW | Heating_Wall | HeatingQC_Fa | HeatingQC_Gd | HeatingQC_Po | HeatingQC_TA | HouseStyle_1.5Unf | HouseStyle_1Story | HouseStyle_2.5Fin | HouseStyle_2.5Unf | HouseStyle_2Story | HouseStyle_SFoyer | HouseStyle_SLvl | Id | KitchenAbvGr | KitchenQual_Fa | KitchenQual_Gd | KitchenQual_TA | LandContour_HLS | LandContour_Low | LandContour_Lvl | LandSlope_Mod | LandSlope_Sev | LotArea | LotConfig_CulDSac | LotConfig_FR2 | LotConfig_FR3 | LotConfig_Inside | LotFrontage | LotShape_IR2 | LotShape_IR3 | LotShape_Reg | MasVnrArea | MasVnrType_BrkFace | MasVnrType_None | MasVnrType_Stone | MiscVal | MoSold | MSSubClass | MSZoning_FV | MSZoning_RH | MSZoning_RL | MSZoning_RM | Neighborhood_Blueste | Neighborhood_BrDale | Neighborhood_BrkSide | Neighborhood_ClearCr | Neighborhood_CollgCr | Neighborhood_Crawfor | Neighborhood_Edwards | Neighborhood_Gilbert | Neighborhood_IDOTRR | Neighborhood_MeadowV | Neighborhood_Mitchel | Neighborhood_NAmes | Neighborhood_NoRidge | Neighborhood_NPkVill | Neighborhood_NridgHt | Neighborhood_NWAmes | Neighborhood_OldTown | Neighborhood_Sawyer | Neighborhood_SawyerW | Neighborhood_Somerst | Neighborhood_StoneBr | Neighborhood_SWISU | Neighborhood_Timber | Neighborhood_Veenker | OpenPorchSF | OverallCond | OverallQual | PavedDrive_P | PavedDrive_Y | RoofMatl_CompShg | RoofMatl_Membran | RoofMatl_Metal | RoofMatl_Roll | RoofMatl_Tar&Grv | RoofMatl_WdShake | RoofMatl_WdShngl | RoofStyle_Gable | RoofStyle_Gambrel | RoofStyle_Hip | RoofStyle_Mansard | RoofStyle_Shed | SaleCondition_AdjLand | SaleCondition_Alloca | SaleCondition_Family | SaleCondition_Normal | SaleCondition_Partial | SalePrice | SaleType_Con | SaleType_ConLD | SaleType_ConLI | SaleType_ConLw | SaleType_CWD | SaleType_Oth | SaleType_WD | Street_Pave | TotalBsmtSF | TotRmsAbvGrd | Utilities_NoSeWa | WoodDeckSF | YearBuilt | YearRemodAdd | YrSold | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1450 | 896.0 | 896.0 | 4.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 896.0 | 1.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 2.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1978.506104 | 1792.0 | 2.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 1451.0 | 2.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 9000.0 | 0.0 | 1.0 | 0.0 | 0.0 | 60.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.000000 | 9.0 | 90.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 45.0 | 5.0 | 5.0 | 0.0 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 136000.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 1.0 | 896.0 | 8.0 | 0.0 | 32.0 | 1974.0 | 1974.0 | 2009.0 |
| 1451 | 1578.0 | 0.0 | 3.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 1573.0 | 1.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 1.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 2.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 840.0 | 3.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 2008.000000 | 1578.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1452.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 9262.0 | 0.0 | 0.0 | 0.0 | 1.0 | 78.0 | 0.0 | 0.0 | 1.0 | 194.0 | 0.0 | 0.0 | 1.0 | 0.000000 | 5.0 | 20.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 36.0 | 5.0 | 8.0 | 0.0 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 287090.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 1573.0 | 7.0 | 0.0 | 0.0 | 2008.0 | 2009.0 | 2009.0 |
| 1452 | 1072.0 | 0.0 | 2.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 1.0 | 1.0 | 0.0 | 0.0 | 547.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 1.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 1.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 525.0 | 2.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 2005.000000 | 1072.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 1453.0 | 1.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 3675.0 | 0.0 | 0.0 | 0.0 | 1.0 | 35.0 | 0.0 | 0.0 | 1.0 | 80.0 | 1.0 | 0.0 | 0.0 | 0.000000 | 5.0 | 180.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 28.0 | 5.0 | 5.0 | 0.0 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 145000.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 1.0 | 547.0 | 5.0 | 0.0 | 0.0 | 2005.0 | 2005.0 | 2006.0 |
| 1453 | 1140.0 | 0.0 | 3.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 1140.0 | 1.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1978.506104 | 1140.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1454.0 | 1.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 17217.0 | 0.0 | 0.0 | 0.0 | 1.0 | 90.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.000000 | 7.0 | 20.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 56.0 | 5.0 | 5.0 | 0.0 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 84500.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 1.0 | 1140.0 | 6.0 | 0.0 | 36.0 | 2006.0 | 2006.0 | 2006.0 |
| 1454 | 1221.0 | 0.0 | 2.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 1.0 | 410.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 1.0 | 0.0 | 0.0 | 1.0 | 0.0 | 811.0 | 1.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 2.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 400.0 | 2.0 | 0.0 | 0.0 | 0.0 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 2004.000000 | 1221.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1455.0 | 1.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 7500.0 | 0.0 | 0.0 | 0.0 | 1.0 | 62.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.000000 | 10.0 | 20.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 113.0 | 5.0 | 7.0 | 0.0 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 185000.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 1.0 | 1221.0 | 6.0 | 0.0 | 0.0 | 2004.0 | 2005.0 | 2009.0 |
| 1455 | 953.0 | 694.0 | 3.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 953.0 | 1.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 1.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 2.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 460.0 | 2.0 | 0.0 | 0.0 | 0.0 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1999.000000 | 1647.0 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 1456.0 | 1.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 7917.0 | 0.0 | 0.0 | 0.0 | 1.0 | 62.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.000000 | 8.0 | 60.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 40.0 | 5.0 | 6.0 | 0.0 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 175000.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 1.0 | 953.0 | 7.0 | 0.0 | 0.0 | 1999.0 | 2000.0 | 2007.0 |
| 1456 | 2073.0 | 0.0 | 3.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 1.0 | 790.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 1.0 | 0.0 | 0.0 | 1.0 | 0.0 | 589.0 | 1.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 2.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 2.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 500.0 | 2.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1978.000000 | 2073.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1457.0 | 1.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 13175.0 | 0.0 | 0.0 | 0.0 | 1.0 | 85.0 | 0.0 | 0.0 | 1.0 | 119.0 | 0.0 | 0.0 | 1.0 | 0.000000 | 2.0 | 20.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 6.0 | 6.0 | 0.0 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 210000.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 1.0 | 1542.0 | 7.0 | 0.0 | 349.0 | 1978.0 | 1988.0 | 2010.0 |
| 1457 | 1188.0 | 1152.0 | 4.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 275.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 877.0 | 1.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 2.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 2.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 252.0 | 1.0 | 0.0 | 0.0 | 0.0 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1941.000000 | 2340.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 1458.0 | 1.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 9042.0 | 0.0 | 0.0 | 0.0 | 1.0 | 66.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 1.0 | 0.0 | 7.824446 | 5.0 | 70.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 60.0 | 9.0 | 7.0 | 0.0 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 266500.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 1.0 | 1152.0 | 9.0 | 0.0 | 0.0 | 1941.0 | 2006.0 | 2010.0 |
| 1458 | 1078.0 | 0.0 | 2.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 1.0 | 0.0 | 49.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 1.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 240.0 | 1.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1950.000000 | 1078.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1459.0 | 1.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 9717.0 | 0.0 | 0.0 | 0.0 | 1.0 | 68.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.000000 | 4.0 | 20.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 6.0 | 5.0 | 0.0 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 142125.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 1.0 | 1078.0 | 5.0 | 0.0 | 366.0 | 1950.0 | 1996.0 | 2010.0 |
| 1459 | 1256.0 | 0.0 | 3.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 1.0 | 830.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 1.0 | 136.0 | 1.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 276.0 | 1.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1965.000000 | 1256.0 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1460.0 | 1.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 9937.0 | 0.0 | 0.0 | 0.0 | 1.0 | 75.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.000000 | 6.0 | 20.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 68.0 | 6.0 | 5.0 | 0.0 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 147500.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 1.0 | 1256.0 | 6.0 | 0.0 | 736.0 | 1965.0 | 1965.0 | 2008.0 |